Deep Learning Publication Navigator - subtopic: neural networks


Year TitleAuthor
2017   Regularizing Neural Networks via Retaining Confident Connections  S Zhang, Y Hou, B Wang, D Song
2017   Using deep neural networks to estimate tongue movements from speech face motion  C Kroos, RL Bundgaard
2017   Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose PET/MRI  L Xiang, Y Qiao, D Nie, L An, Q Wang, D Shen
2017   Bike Sharing Prediction using Deep Neural Networks  C Thirumalai, R Koppuravuri
2017   The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle  RJ Cunningham, PJ Harding, ID Loram
2017   Assessment Of Library Users'Feedback Using Modified Multilayer Perceptron Neural Networks  KGN Kumar, T Christopher
2017   Superpixel-based 3D Deep Neural Networks for Hyperspectral Image Classification  C Shi, CM Pun
2017   Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification  HS Lee, AA Agarwal, J Kim
2017   Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images  H Müller
2017   Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms  H Li, ML Giger, BQ Huynh, NO Antropova
2017   Applying Data Augmentation to Handwritten Arabic Numeral Recognition Using Deep Learning Neural Networks  A Ashiquzzaman, AK Tushar, A Rahman
2017   Aspect Based Sentiment Analysis Using the Deep Learning Convolutional Neural Networks  R Kumar, HSG Pannu
2017   Application of modern architectures of deep neural networks for solving practical problems  AV Mityakov, VK Varankin, YS Tatarinov
2017   An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks  HAN Wei, X ZHANG, SUN Meng, LI Li, SHI Wenhua
2017   Localization of the Slab Information in Factory Scenes using Deep Convolutional Neural Networks  SJ Lee, SW Kim
2017   Change detection by deep neural networks for synthetic aperture radar images  F Liao, E Koshelev, M Milton, Y Jin, E Lu
2017   Autoregressive Convolutional Neural Networks for Asynchronous Time Series  M Binkowski, G Marti, P Donnat
2017   Convolutional Neural Networks for Water Body Extraction From Landsat Imagery  L Yu, Z Wang, S Tian, F Ye, J Ding, J Kong
2017   Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks  J Li, Z Yuan, Z Li, C Ding, A Ren, Q Qiu, J Draper
2017   Towards Graffiti Classification in Weakly Labeled Images Using Convolutional Neural Networks  VO Andersson, RM Araujo 
2017   Robust Hand Pose Regression Using Convolutional Neural Networks  F Gomez
2017   Classifying sport videos with deep neural networks  D Karlsson
2017   Action Recognition Based on Features Fusion and 3D Convolutional Neural Networks  L Liu, F Hu, J Zhao
2017   Optimal Transport based Training of Generative Neural Networks  SP Singh
2017   Pedestrian Counting via Deep Convolutional Neural Networks In Crowded Scene  J Li, J Song
2017   Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications  B Kim, M Lee, J Kim, J Kim, J Lee
2017   Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification  S Korolev, A Safiullin, M Belyaev, Y Dodonova
2017   Automated Diagnostics for Manufacturing Machinery Based on Well-Regularized Deep Neural Networks  R DiBiano, S Mukhopadhyay
2017   On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations  N Cheney, M Schrimpf, G Kreiman
2017   IQ of Neural Networks  D Hoshen, M Werman
2017   Mean-field theory of input dimensionality reduction in unsupervised deep neural networks  H Huang
2017   On neural networks and learning systems for business computing  Y Li, W Jiang, L Yang, T Wu
2017   A Deep Learning based Approach to Reduced Order Modeling of Fluids using LSTM Neural Networks  A Mohan, D Gaitonde
2017   Deep Convolutional Neural Networks with transfer learning for computer vision-based data-driven pavement distress detection  K Gopalakrishnan, SK Khaitan, A Choudhary
2017   Using Neural Networks to Determine the Origin of Medical Ultrasound Images  Ø Fossan
2017   Deep Neural Networks with Elastic Rectified Linear Units for Object Recognition  X Jiang, Y Pang, X Li, J Pan, Y Xie
2017   A Geometric Approach to Active Learning for Convolutional Neural Networks  O Sener, S Savarese
2017   Personalized Citation Recommendation via Convolutional Neural Networks  J Yin, X Li
2017   An End-to-End Compression Framework Based on Convolutional Neural Networks  F Jiang, W Tao, S Liu, J Ren, X Guo, D Zhao
2017   Deep Neural Networks as Time Series Forecasters of Energy Demand  G Merkel
2017   Ensemble of Expert Deep Neural Networks for Spatio-Temporal Denoising of Contrast-Enhanced MRI Sequences  A Benou, R Veksler, A Friedman, TR Raviv
2017   EvoDeep: a new Evolutionary approach for automatic Deep Neural Networks parametrisation  A Martına, R Lara
2017   Road Detection using Convolutional Neural Networks  A Narayan, E Tuci, F Labrosse, MHM Alkilabi
2017   Pose Estimation of a Cuboid in a Controlled Environment with Deep Convolutional Neural Networks for an Industrial Application  A Froessl
2017   Convolutional Neural Networks for the Extraction of Built-Up Areas from Sentinel-2 Images  K Djerriri, R Adjouj, D Attaf
2017   1179 Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks  W Chen, A Sano, D Lopez, S Taylor, AW McHill
2017   Monoaural Audio Source Separation Using Deep Convolutional Neural Networks  P Chandna, M Miron, J Janer, E Gómez
2017   Deep learning architecture using rough sets and rough neural networks  Y Fouad
2017   Breast Density Classification with Convolutional Neural Networks  J Wainer
2017   Text detection in natural images using convolutional neural networks  MM Grond
2017   The Use Of Neural Networks In Foreign Language Curriculum Development  АР Баранова, ТД Барбашов, КР Саттарова
2017   Deep Recurrent Neural Networks for Hyperspectral Image Classification  L Mou, P Ghamisi, XX Zhu
2017   Black box dynamic modelling of proton exchange membrane fuel cells with artificial neural networks  J Kapica
2017   Deep-cascade: Cascading 3D Deep Neural Networks for Fast Anomaly Detection and Localization in Crowded Scenes  M Sabokrou, M Fayyaz, M Fathy, R Klette
2017   Pre-computed Liquid Spaces with Generative Neural Networks and Optical Flow  B Bonev, L Prantl, N Thuerey
2017   Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform  S Kanarachos, SRG Christopoulos, A Chroneos
2017   End-to-End Multimodal Emotion Recognition using Deep Neural Networks  P Tzirakis, G Trigeorgis, MA Nicolaou, B Schuller
2017   Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting  SO Arik, M Kliegl, R Child, J Hestness, A Gibiansky
2017   Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing  T Desell
2017   Neural Networks retrieving Boolean patterns in a sea of Gaussian ones  E Agliari, A Barra, C Longo, D Tantari
2017   Mobile Stride Length Estimation with Deep Convolutional Neural Networks  J Hannink, T Kautz, C Pasluosta, J Barth, S Schulein
2017   Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG  RT Schirrmeister, JT Springenberg, LDJ Fiederer
2017   Conditional Time Series Forecasting with Convolutional Neural Networks  A Borovykh, S Bohte, CW Oosterlee
2017   Pseudorehearsal Approach for Incremental Learning of Deep Convolutional Neural Networks  D Mellado, C Saavedra, S Chabert, R Salas 
2017   Learning Joint Multimodal Representation Based on Multi-fusion Deep Neural Networks  Z Gu, B Lang, T Yue, L Huang 
2017   Block-diagonal Hessian-free Optimization for Training Neural Networks  H Zhang, C Xiong, J Bradbury, R Socher 
2017   The application of series multi-pooling convolutional neural networks for medical image segmentation  F Wang, S Huang, L Shi, W Fan 
2017   Material structure-property linkages using three-dimensional convolutional neural networks  A Cecen, H Dai, YC Yabansu, SR Kalidindi, L Song 
2017   Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks  C Zhang, P Patras 
2017   SAR Image Classification via Deep Recurrent Encoding Neural Networks  J Geng, H Wang, J Fan, X Ma 
2017   Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks  A Rahman, V Srikumar, AD Smith 
2017   Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks  Y Long, Y Gong, Z Xiao, Q Liu
2017   Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint  W Xiong, B Du, L Zhang, R Hu, D Tao
2017   PCA-Initialized Deep Neural Networks Applied To Document Image Analysis  M Seuret, M Alberti, R Ingold, M Liwicki
2017   Abnormality Detection and Localization in Chest X-Rays using Deep Convolutional Neural Networks  MT Islam, MA Aowal, AT Minhaz, K Ashraf
2017   Diagonal Rescaling For Neural Networks  J Lafond, N Vasilache, L Bottou
2017   Noniterative Deep Learning: Incorporating Restricted Boltzmann Machine Into Multilayer Random Weight Neural Networks  XZ Wang, T Zhang, R Wang
2017   Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks  B Han, A Ankit, A Sengupta, K Roy
2017   A medical image fusion method based on convolutional neural networks  Y Liu, X Chen, J Cheng, H Peng
2017   Pedestrian Movement Direction Recognition Using Convolutional Neural Networks  A Dominguez
2017   A Programmable Event-driven Architecture for Evaluating Spiking Neural Networks  A Roy, S Venkataramani, N Gala, S Sen
2017   Monolithic 3D IC designs for low-power deep neural networks targeting speech recognition  K Chang, D Kadetotad, Y Cao, J Seo, SK Lim
2017   D-PCN: Parallel Convolutional Neural Networks for Image Recognition in Reverse Adversarial Style  S Yang, G Peng 
2017   Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human …  S Hong, S Kwak, B Han 
2017   Feature extraction and classification of VHR images with attribute profiles and convolutional neural networks  T Tian, L Gao, W Song, KKR Choo, J He 
2017   Driving Like a Human: Imitation Learning for Path Planning using Convolutional Neural Networks  E Rehder, J Quehl, C Stiller 
2017   Video Analysis With Convolutional Attention Recurrent Neural Networks  Z LI, E Gavves, M Jain, CGM Snoek 
2017   Convolutional Neural Networks for 3D MNIST Image Classification  J Irvin
2017   Application of Deep Learning in Neuroradiology: Automated Detection of Basal Ganglia Hemorrhage using 2D-Convolutional Neural Networks  V Desai, AE Flanders, P Lakhani 
2017   Breast Cancer Diagnosis in DCE-MRI using Mixture Ensemble of Convolutional Neural Networks  R Rasti, M Teshnehlab, SL Phung
2017   An incremental non-iterative learning method for one-layer feedforward neural networks  O Fontenla
2017   Pre-trained convolutional neural networks as feature extractors for tuberculosis detection  UK Lopes, JF Valiati
2017   Convolutional Neural Networks Arise From Ising Models and Restricted Boltzmann Machines  S Pai
2017   Convergence analysis of BP neural networks via sparse response regularization  J Wang, Y Wen, Z Ye, L Jian, H Chen
2017   Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural networks  T Clark, J Zhang, S Baig, A Wong, MA Haider 
2017   Hyperspectral image classification using deep convolutional neural networks  Z Zhong, J Li 
2017   On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging  N Tajbakhsh, JY Shin, SR Gurudu, RT Hurst
2017   Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation  HR Roth, L Lu, J Liu, J Yao, A Seff, K Cherry, L Kim
2017   Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets  L Lu, Y Zheng, G Carneiro, L Yang
2017   Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging  HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao
2017   Robust Acoustic Event Classification Using Deep Neural Networks  RV Sharan, TJ Moir
2017   Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks  M Meng, YJ Chua, E Wouterson, CPK Ong
2017   Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation  K Hara, R Vemulapalli, R Chellappa
2017   Relative Camera Pose Estimation Using Convolutional Neural Networks  I Melekhov, J Kannala, E Rahtu
2017   Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations  Y Sun, GG Yen, Z Yi 
2017   Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data  F Ye 
2017   Accelerating Convolutional Neural Networks Using Fine-Tuned Backpropagation Progress  Y Li, Z Chen, Y Cai, D Huang, Q Li
2017   Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks  T Kooi, N Karssemeijer
2017   Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection  DJ Atha, MR Jahanshahi 
2017   Automated Feature Engineering for Deep Neural Networks with Genetic Programming  J Heaton
2017   Structured learning via convolutional neural networks for vehicle detection  AI Maqueda, CR del Blanco, F Jaureguizar, N García
2017   Feature extraction for deep neural networks based on decision boundaries  S Woo, C Lee
2017   Deep Recurrent Neural Networks in Speech Synthesis Using a Continuous Vocoder  MS Al
2017   Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging  M Halicek, G Lu, JV Little, X Wang, M Patel, CC Griffith
2017   Detection of Inferior Myocardial Infarction using Shallow Convolutional Neural Networks  T Reasat, C Shahnaz
2017   Object Detection Using Convolutional Neural Networks in a Coarse-to-Fine Manner  X Li, S Wang
2017   Classification of Time-Series Images Using Deep Convolutional Neural Networks  N Hatami, Y Gavet, J Debayle
2017   Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring  A Vilamala, KH Madsen, LK Hansen
2017   Ensemble of Convolutional Neural Networks for Crop Classification of Sentinel-1 SAR data  M Lavreniuk
2017   Movie Genre Classification based on Poster Images with Deep Neural Networks  WT Chu, HJ Guo
2017   Event Recognition on Images by Fine-Tuning of Deep Neural Networks  D Yudin, B Zeno
2017   Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks  S Roy, JA Butman, DL Pham
2017   High-Resolution Aerial Image Labeling With Convolutional Neural Networks  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2017   Deep Neural Networks for Automatic Android Malware Detection  S Hou, A Saas, L Chen, Y Ye, T Bourlai
2017   Iris and Periocular Recognition in Arabian Race Horses Using Deep Convolutional Neural Networks  M Trokielewicz, M Szadkowski
2017   Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest  R Venkatesan, AB Ganesh 
2017   Visualization of maximizing images with deconvolutional optimization method for neurons in deep neural networks  D Nekhaev, V Demin 
2017   Convolutional neural networks applied to high-frequency market microstructure forecasting  J Doering, M Fairbank, S Markose 
2017   Remaining Useful Life Estimation in Prognostics Using Deep Convolution Neural Networks  X Li, Q Ding, JQ Sun 
2017   Rotated Filters and Learning Strategies in Convolutional Neural Networks for Mammographic Lesions Detection  EM Castro
2017   FuRongWang at SemEval-2017 task 3: Deep neural networks for selecting relevant answers in community question answering  S Zhang, J Cheng, H Wang, X Zhang, P Li, Z Ding
2017   Focus classification in digital holographic microscopy using deep convolutional neural networks  T Pitkäaho, A Manninen, TJ Naughton
2017   Image Annotation by Object Hypotheses-oriented Deep Neural Networks  MA Fang, S LV, K ZHENG, JIN Chi, C Fei, Y Ke
2017   Production-level facial performance capture using deep convolutional neural networks  S Laine, T Karras, T Aila, A Herva, S Saito, R Yu, H Li
2017   Visual Servoing from Deep Neural Networks  Q Bateux, E Marchand, J Leitner, F Chaumette
2017   Structure Learning for Deep Neural Networks Based on Multiobjective Optimization  J Liu, M Gong, Q Miao, X Wang, H Li
2017   O20 Deep learning with convolutional neural networks for detection of interictal epileptiform discharges  V Miljanović, M Tjepkema
2017   3D multi-resolution wavelet convolutional neural networks for hyperspectral image classification  C Shi, CM Pun
2017   Identifying Jets Using Artifical Neural Networks  B Rosand, H Caines, S Checa
2017   Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms.  H Li, ML Giger, BQ Huynh, NO Antropova
2017   Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition.  X Chen, J Weng, W Lu, J Xu, J Weng
2017   Texture and art with deep neural networks  LA Gatys, AS Ecker, M Bethge
2017   A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks  Q Su, X Liao, L Carin
2017   A Novel End-to-End Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images  S Pang, Z Yu, MA Orgun
2017   Stacked Auto-Encoders for Feature Extraction with Neural Networks  S Liu, C Zhang, J Ma
2017   A Deep Learning Model of Automatic Detection of Pulmonary Nodules Based on Convolution Neural Networks (CNNs)  X Xiao, Y Qiang, J Zhao, P Zhao
2017   PIE: A Pipeline Energy-Efficient Accelerator for Inference Process in Deep Neural Networks  Y Zhao, Q Yu, X Zhou, X Zhou, X Li, C Wang
2017   Deep convolutional neural networks for detecting secondary structures in protein density maps from cryo-electron microscopy  R Li, D Si, T Zeng, S Ji, J He
2017   Deep-Learning: Investigating feed-forward deep Neural Networks for modeling high throughput chemical bioactivity data  J Huan
2017   A Novel Two-stage Learning Pipeline for Deep Neural Networks  C Ding, Z Hu, S Karmoshi, M Zhu
2017   Combining convolutional neural networks and Hough Transform for classification of images containing lines  A Sheshkus, E Limonova, D Nikolaev, V Krivtsov
2017   Fingerprint Spoof Detection Using Contrast Enhancement and Convolutional Neural Networks  HU Jang, HY Choi, D Kim, J Son, HK Lee
2017   Fast integer approximations in convolutional neural networks using layer-by-layer training  D Ilin, E Limonova, V Arlazarov, D Nikolaev
2017   Content Recapture Detection Based on Convolutional Neural Networks  HY Choi, HU Jang, J Son, D Kim, HK Lee
2017   Convolutional neural networks with balanced batches for facial expressions recognition  EB Sönmez, A Cangelosi
2017   Deep Convolutional Neural Networks for All-Day Pedestrian Detection  X Zhang, G Chen, K Saruta, Y Terata
2017   Ordinal Convolutional Neural Networks for Predicting RDoC Positive Valence Psychiatric Symptom Severity Scores  A Rios, R Kavuluru
2017   Applying Tensorflow with Convolutional Neural Networks to Train Data and Recognize National Flags  HH Duc, K Jung
2017   Dysarthric Speech Recognition and Offline Handwriting Recognition using Deep Neural Networks  S Pillai
2017   Gradual Learning of Deep Recurrent Neural Networks  Z Aharoni, G Rattner, H Permuter
2017   A parameterized activation function for learning fuzzy logic operations in deep neural networks  LB Godfrey, MS Gashler
2017   Cross-language Learning with Adversarial Neural Networks  S Joty, P Nakov, L Màrquez, I Jaradat
2017   Deep learning with convolutional neural networks for decoding and visualization of EEG pathology  RT Schirrmeister, L Gemein, K Eggensperger, F Hutter
2017   End-to-End Navigation in Unknown Environments using Neural Networks  A Khan, C Zhang, N Atanasov, K Karydis, DD Lee
2017   Autonomous exploration of mobile robots through deep neural networks  L Tai, S Li, M Liu
2017   Exploring Convolutional Neural Networks for Automatic Image Colorization  M Agrawal, K Sawhney
2017   Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data  GK Dziugaite, DM Roy
2017   Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse  EM Ponti, A Korhonen
2017   Do Convolutional Neural Networks act as Compositional Nearest Neighbors?  C Liu, A Bansal, V Fragoso, D Ramanan 
2017   Hyperspectral classification based on spectral–spatial convolutional neural networks  C Chen, F Jiang, C Yang, S Rho, W Shen, S Liu, Z Liu 
2017   Deep Context Convolutional Neural Networks for Semantic Segmentation  W Yang, Q Zhou, Y Fan, G Gao, S Wu, W Ou, H Lu 
2017   Autoencoding Blade Runner: reconstructing films with artificial neural networks  T Broad, M Grierson
2017   Performance of Autofocus Capability of Deep Convolutional Neural Networks in Digital Holographic Microscopy  T Pitkäaho, A Manninen, TJ Naughton
2017   Solving inverse problems using residual neural networks  AT Sinha, J Lee, S Li, G Barbastathis
2017   Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery  E Guirado, S Tabik, D Alcaraz
2017   Localization of JPEG double compression through multi-domain convolutional neural networks  I Amerini, T Uricchio, L Ballan, R Caldelli
2017   Generative modeling of speech using neural networks  S Matsoukas, N Ström, A Rastrow, SVSSR Garimella
2017   Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification  RM Anwer, FS Khan, J van de Weijer, M Molinier
2017   NIPS 2016 Workshop on Representation Learning in Artificial and Biological Neural Networks (MLINI 2016)  L Wehbe, A Nunez
2017   Multi-task Learning Of Deep Neural Networks For Audio Visual Automatic Speech Recognition  A Thanda, SM Venkatesan
2017   Fully Convolutional Neural Networks with Full-scale-features for Semantic Segmentation  T Pan, B Wang, G Ding, JH Yong
2017   Plant Identification Using Deep Neural Networks via Optimization of Transfer Learning Parameters  MM Ghazi, B Yanikoglu, E Aptoula
2017   Towards thinner convolutional neural networks through Gradually Global Pruning  Z Wang, C Zhu, Z Xia, Q Guo, Y Liu
2017   Human Activity Classification with Transmission and Reflection Coefficients of On-Body Antennas through Deep Convolutional Neural Networks  Y Kim, Y Li
2017   Accurate lithography simulation model based on convolutional neural networks  Y Watanabe, T Kimura, T Matsunawa, S Nojima
2017   Predicting the occurrence of world news events using recurrent neural networks and auto-regressive moving average models  EM Smith, J Smith, P Legg, S Francis
2017   Generative Adversarial Neural Networks for Pigmented and Non-Pigmented Skin Lesions Detection in Clinical Images  A Udrea, GD Mitra
2017   DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks  A Mousavi, G Dasarathy, RG Baraniuk
2017   A Novel Mathematical Framework for the Analysis of Neural Networks  A Caterini
2017   Taxonomy and a Theoretical Model for Feedforward Neural Networks  B Ben
2017   Detection of Interictal Discharges with Convolutional Neural Networks Using Discrete Ordered Multichannel Intracranial EEG  A Antoniades, L Spyrou, D Martin
2017   Towards Explaining Neural Networks  Y Chen
2017   Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks  ZH Feng, J Kittler, M Awais, P Huber, XJ Wu 
2017   Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks  CM Deniz, S Hallyburton, A Welbeck, S Honig, K Cho
2017   Classification Accuracies of Malaria Infected Cells Using Deep Convolutional Neural Networks Based on Decompressed Images  Y Dong, Z Jiang, H Shen, WD Pan
2017   Context-Aware Object Region Proposals for Efficient Vehicle Detection from Traffic Surveillance Videos Using Deep Neural Networks  J Yuan, W Cao, F Lv
2017   Multispectral scene recognition based on dual convolutional neural networks  I Ševo, A Avramović 
2017   Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets  J Yim, KA Sohn 
2017   Classification of 3D Shapes with Convolutional Neural Networks  L Keselman
2017   State inference of RNA secondary structures with deep recurrent neural networks  D Willmott, D Murrugarra, Q Ye
2017   Internal Covariate Shift Reduction in Encoder-Decoder Convolutional Neural Networks  A Darwish, A Nakhmani
2017   Learning Spatiotemporal Features for Infrared Action Recognition with 3D Convolutional Neural Networks  Z Jiang, V Rozgic, S Adali
2017   Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks  Z Deng, H Sun, S Zhou, J Zhao, H Zou
2017   Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection  S Filippov, A Moiseev, A Andrey
2017   Six Degree-of-Freedom Localization of Endoscopic Capsule Robots using Recurrent Neural Networks embedded into a Convolutional Neural Network  M Turan, A Abdullah, R Jamiruddin, H Araujo
2017   A New Image Classification Method Based on Modified Condensed Nearest Neighbor and Convolutional Neural Networks  T Liang, X Xu, P Xiao
2017   Deep Neural Networks for Accurate Predictions of Garnet Stability  W Ye, C Chen, Z Wang, IH Chu, SP Ong 
2017   Fusing Two-Stream Convolutional Neural Networks for RGB-T Object Tracking  C Li, X Wu, N Zhao, X Cao, J Tang 
2017   Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing  SS Sarwar, A Ankit, K Roy 
2017   Deep Convolutional Neural Networks for Mental Load Classification based on EEG Data  Z Jiao, X Gao, Y Wang, J Li, H Xu 
2017   A Comparative Study on Handwriting Digit Recognition Using Neural Networks  MMA Ghosh, AY Maghari 
2017   An energy-efficient deep learning processor with heterogeneous multi-core architecture for convolutional neural networks and recurrent neural networks  D Shin, J Lee, J Lee, J Lee, HJ Yoo
2017   Transfer entropy-based feedback improves performance in artificial neural networks  S Herzog, C Tetzlaff, F Wörgötter
2017   Sobolev Training for Neural Networks  WM Czarnecki, S Osindero, M Jaderberg, G Świrszcz
2017   Epithelium-stroma classification via convolutional neural networks and unsupervised domain adaptation in histopathological images  Y Huang, HAN ZHENG, CHI LIU, X Ding, G Rohde
2017   Multi-Mode Inference Engine for Convolutional Neural Networks  A Ardakani, C Condo, WJ Gross 
2017   Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review  J Bernal, K Kushibar, DS Asfaw, S Valverde, A Oliver 
2017   Indoor Relocalization in Challenging Environments With Dual-Stream Convolutional Neural Networks  R Li, Q Liu, J Gui, D Gu, H Hu
2017   Application of convolutional artificial neural networks to echocardiograms for differentiating congenital heart diseases in a pediatric population  DP Perrin, A Bueno, A Rodriguez, GR Marx, J Pedro
2017   Cascade of convolutional neural networks for lung texture classification: overcoming ontological overlapping  SR Tarando, C Fetita, PY Brillet
2017   Organ detection in thorax abdomen CT using multi-label convolutional neural networks  GEH Mamani, AAA Setio, B van Ginneken, C Jacobs
2017   Improving multi-layer spiking neural networks by incorporating brain-inspired rules  Y Zeng, T Zhang, B Xu
2017   Deep Forest: Towards An Alternative to Deep Neural Networks  ZH Zhou, J Feng
2017   Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition  X Xiao, L Jin, Y Yang, W Yang, J Sun, T Chang
2017   Unsupervised pre-training for fully convolutional neural networks  S Wiehman, S Kroon, H de Villiers
2017   Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks  Y Wu, L Deng, G Li, J Zhu, L Shi
2017   3D Convolutional Neural Networks By Modal Fusion  Y Yoshiyasu, E Yoshida, S Pirk, L Guibas
2017   Advances in Cognitive Engineering Using Neural Networks  M Lee, S Bressler, R Kozma
2017   A fast and memory saved GPU acceleration algorithm of convolutional neural networks for target detection  S Li, Y Dou, X Niu, Q Lv, Q Wang
2017   Fault Diagnosis and Prognosis of Wastewater Processes with Incomplete Data by the Auto-associative Neural Networks and ARMA Model  H Xiao, D Huang, Y Pan, Y Liu, K Song
2017   Learning Auxiliary Categorical Information For Speech Synthesis Based On Deep And Recurrent Neural Networks  Z Wen, K Li, Z Huang, J Tao, CH Lee
2017   Automatic detection of solitary pulmonary nodules using swarm intelligence optimized neural networks on CT images  EE Nithila, SS Kumar
2017   An evaluation of Convolutional Neural Networks for music classification using spectrograms  YMG Costa, LS Oliveira, CN Silla
2017   Part-of-Speech Tagging for Twitter with Adversarial Neural Networks  T Gui, Q Zhang, H Huang, M Peng, X Huang
2017   3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels  D Jin, Z Xu, AP Harrison, K George, DJ Mollura
2017   Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks  PH Li, RP Dong, YS Wang, JC Chou, WY Ma
2017   Neural Networks Regularization Through Invariant Features Learning  S Belharbi, C Chatelain, R Herault, S Adam
2017   Deep Learning Approach for Intrusion Detection System (IDS) in the Internet of Things (IoT) Network using Gated Recurrent Neural Networks (GRU)  MK Putchala
2017   A Review on Neural Networks with Random Weights  W Cao, X Wang, Z Ming, J Gao
2017   Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks  NEM Khalifa, MHN Taha, AE Hassanien, IM Selim
2017   Receptive Fields Neural Networks using the Gabor Kernel Family  G Verkes
2017   Recognition of prokaryotic and eukaryotic promoters using convolutional deep learning neural networks  RK Umarov, VV Solovyev
2017   Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks  PF Christ, F Ettlinger, F Grün, MEA Elshaera, J Lipkova
2017   SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks  PF Christ, F Ettlinger, G Kaissis, S Schlecht, F Ahmaddy
2017   Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks  L Chunjie, Y Qiang
2017   Scalable stochastic-computing accelerator for convolutional neural networks  H Sim, D Nguyen, J Lee, K Choi
2017   Abstract TP48: Automated Deep Learning-based Measurement of DWI Lesion Volume in Acute Stroke Using Convolutional Neural Networks  S Winzeck, MJ Bouts, E McIntosh, R Bezerra, I Diwan
2017   The power of sparsity in convolutional neural networks  S Changpinyo, M Sandler, A Zhmoginov
2017   Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction  C González, EL Mencía, J Fürnkranz
2017   Recursive Extraction of Modular Structure from Layered Neural Networks Using Variational Bayes Method  C Watanabe, K Hiramatsu, K Kashino
2017   Deep Learning with Convolutional Neural Networks for Radiologic Image Classification  P Cheng
2017   Bearings Fault Diagnosis Based on Convolutional Neural Networks with 2-D Representation of Vibration Signals as Input  W Zhang, G Peng, C Li
2017   Modeling Affection Mechanisms using Deep and Self-Organizing Neural Networks  PV Alves de Barros
2017   An Exploration into the Application of Convolutional Neural Networks for Instrument Classification on Monophonic Note Samples  J Owers
2017   Towards reading trackers in the wild: detecting reading activities by EOG glasses and deep neural networks  S Ishimaru, K Hoshika, K Kunze, K Kise, A Dengel
2017   Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms  FT Dezaki, N Dhungel, AH Abdi, C Luong, T Tsang
2017   Quantifying the Impact of Type 2 Diabetes on Brain Perfusion Using Deep Neural Networks  B Saghafi, P Garg, BC Wagner, SC Smith, J Xu
2017   Computationally Efficient Cardiac Views Projection Using 3D Convolutional Neural Networks  M Le, J Lieman
2017   Adaptive Activation Functions in Convolutional Neural Networks  S Qian, H Liu, C Liu, S Wu, H San Wong
2017   Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks  P Rajpurkar, AY Hannun, M Haghpanahi, C Bourn
2017   Feature joint-state posterior estimation in factorial speech processing models using deep neural networks  M Khademian, MM Homayounpour
2017   Evolving Deep Neural Networks architectures for Android malware classification  A Martín, F Fuentes
2017   Improving the robustness of neural networks using K-support norm based adversarial training  SW Akhtar, S Rehman, M Akhtar, MA Khan, F Riaz
2017   Pattern Recognition of Momentary Mental Workload Based on Multi-Channel Electrophysiological Data and Ensemble Convolutional Neural Networks  J Zhang, S Li, R Wang
2017   A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling  Q Wang, J Gao, Y Yuan
2017   When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation  D Jannach, M Ludewig
2017   Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction  S Seo, J Huang, H Yang, Y Liu
2017   Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks  M Alberti, M Seuret, V Pondenkandath, R Ingold 
2017   Deep neural networks for texture classification-A theoretical analysis  S Basu, S Mukhopadhyay, M Karki, R DiBiano 
2017   Multipartite Pooling for Deep Convolutional Neural Networks  A Shahriari, F Porikli 
2017   Feature-Guided Black-Box Safety Testing of Deep Neural Networks  M Wicker, X Huang, M Kwiatkowska 
2017   Ligand Pose Optimization with Atomic Grid-Based Convolutional Neural Networks  M Ragoza, L Turner, DR Koes 
2017   Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback  X Li, Z Jie, J Feng, C Liu, S Yan
2017   Flower Categorization using Deep Convolutional Neural Networks  A Gurnani, V Mavani
2017   Adult Content Recognition from Images Using a Mixture of Convolutional Neural Networks  M Al
2017   Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks  PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou
2017   Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks  AH Abdi, C Luong, T Tsang, G Alan, S Nouranian
2017   Large deep neural networks for MS lesion segmentation  JC Prieto, M Cavallari, M Palotai, AM Pinzon
2017   Effective Training of Convolutional Neural Networks for Face-Based Gender and Age Prediction  G Antipov, M Baccouche, SA Berrani, JL Dugelay
2017   Irregular Convolutional Neural Networks  J Ma, W Wang, L Wang
2017   Flexible Rectified Linear Units for Improving Convolutional Neural Networks  S Qiu, B Cai
2017   Forecasting Air Quality Index Using an Ensemble of Artificial Neural Networks and Regression Models  SS Ganesh, P Arulmozhivarman, R Tatavarti 
2017   Normalization and dropout for stochastic computing-based deep convolutional neural networks  J Li, Z Yuan, Z Li, A Ren, C Ding, J Draper, S Nazarian 
2017   Communication-Efficient Stochastic Gradient Descent, with Applications to Neural Networks  D Alistarh, D Grubic, J Li, R Tomioka, M Vojnovic 
2017   Inner-loop free ADMM using Auxiliary Deep Neural Networks  K Fan, Q Wei, KA Heller 
2017   Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks  N Ye, Z Zhu, R Mantiuk 
2017   Investigating the learning dynamics of deep neural networks using random matrix theory  J Pennington, S Schoenholz, S Ganguli 
2017   14.2 DNPU: An 8.1 TOPS/W reconfigurable CNN-RNN processor for general-purpose deep neural networks  D Shin, J Lee, J Lee, HJ Yoo
2017   Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction  M Fouladgar, M Parchami, R Elmasri, A Ghaderi
2017   Chain-NN: An Energy-Efficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks  S Wang, D Zhou, X Han, T Yoshimura
2017   Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks  D Ienco, R Gaetano, C Dupaquier, P Maurel
2017   Nuclear Architecture Analysis of Prostate Cancer via Convolutional Neural Networks  JT Kwak, SM Hewitt
2017   Sparse Diffusion-Convolutional Neural Networks  J Atwood, S Pal, D Towsley, A Swami 
2017   Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data  O Gorokhov, M Petrovskiy, I Mashechkin 
2017   Deep Learning Neural Networks and Bayesian Neural Networks in Data Analysis  A Chernoded, I Myagkov, L Dudko, P Volkov 
2017   Enhancing audio surveillance with hierarchical recurrent neural networks  F Colangelo, F Battisti, M Carli, A Neri, F Calabró 
2017   Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems  J Cheng, R Ren, L Wang, J Zhan 
2017   Applications of Deep Neural Networks  NS Velandia, RDH Beleno, RJ Moreno 
2017   Accelerating Training of Deep Neural Networks via Sparse Edge Processing  S Dey, Y Shao, KM Chugg, PA Beerel 
2017   Biomedical Data Augmentation Using Generative Adversarial Neural Networks  F Calimeri, A Marzullo, C Stamile, G Terracina 
2017   Irony Detection with Attentive Recurrent Neural Networks  YH Huang, HH Huang, HH Chen
2017   Online Action Detection And Forecast Via Multitask Deep Recurrent Neural Networks  C Liu, Y Li, Y Hu, J Liu
2017   An Ensemble of Deep Convolutional Neural Networks for Alzheimer's Disease Detection and Classification  J Islam, Y Zhang 
2017   Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks  H Salehinejad, S Valaee, T Dowdell, E Colak, J Barfett 
2017   Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks  TH Nguyen, Y Chevaleyre, E Prifti, N Sokolovska 
2017   Deep Convolutional Neural Networks for Predicting Hydroxyproline in Proteins  HX Long, M Wang, HY Fu
2017   Deciding How to Decide: Dynamic Routing in Artificial Neural Networks  M McGill, P Perona
2017   High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks  KJ Geras, S Wolfson, S Kim, L Moy, K Cho
2017   Deep Neural Networks for traffic flow prediction  H Yi, HJ Jung, S Bae
2017   From perceptrons to deep neural networks  P Lacko
2017   Robust classification of different fingerprint copies with deep neural networks for database penetration rate reduction  D Peralta, I Triguero, S García, Y Saeys, JM Benitez
2017   3D multi-view convolutional neural networks for lung nodule classification  G Kang, K Liu, B Hou, N Zhang 
2017   An Introduction to Neural Networks and Deep Learning  HI Suk 
2017   Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis  G Pons, D Masip
2017   Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition  X Chen, J Weng, W Lu, J Xu, J Weng
2017   Deep Convolutional Neural Networks for Modeling Patterns of Spaceborne Interferometric SAR Systems Signals  BA Massinas, A Doulamis, N Doulamis
2017   EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks  X Dong, G Kang, K Zhan, Y Yang
2017   Applying deep neural networks to unstructured text notes in electronic medical records for phenotyping youth depression  J Geraci, P Wilansky, V de Luca, A Roy, JL Kennedy
2017   Recognition and Detection for Asphalt Pavement Crack based on Deep Convolutional Neural Networks  J Shao
2017   Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks  M Kolbæk, D Yu, ZH Tan, J Jensen
2017   Delving deeper into convolutional neural networks for camera relocalization  J Wu, L Ma, X Hu
2017   Structural Compression of Convolutional Neural Networks Based on Greedy Filter Pruning  R Abbasi
2017   Deep Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks  W Lee, M Kim, DH Cho, R Schober
2017   Detection of Liver Tumor Candidates from CT Images Using Deep Convolutional Neural Networks  Y Todoroki, XH Han, Y Iwamoto, L Lin, H Hu, YW Chen
2017   Artificial intelligence in fracture detection: transfer learning from deep convolutional neural networks  DH Kim, T MacKinnon 
2017   Guiding human gaze with convolutional neural networks  LA Gatys, M Kümmerer, TSA Wallis, M Bethge 
2017   Estimation of the Botanical Composition of Clover-Grass Leys from RGB Images Using Data Simulation and Fully Convolutional Neural Networks  S Skovsen, M Dyrmann, AK Mortensen, KA Steen 
2017   Applying neural networks for improving the MEG inverse solution  J Latvala
2017   Noisy Ocular Recognition Based on Three Convolutional Neural Networks  MB Lee, HG Hong, KR Park 
2017   Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction  A Busia, N Jaitly
2017   Training Deep Neural Networks via Optimization Over Graphs  G Zhang, WB Kleijn
2017   Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs  R Zhao, W Song, W Zhang, T Xing, JH Lin
2017   A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks  Y Li, Z Liu, K Xu, H Yu, F Ren
2017   Improving the Performance of Fully Connected Neural Networks by Out-of-Place Matrix Transpose  S Shi, P Xu, X Chu
2017   Cell Segmentation In Cancer Histopathology Images Using Convolutional Neural Networks  V Kavassery Rajalingam
2017   Measuring the contribution of filter bank layer to performance of convolutional neural networks  II Cordel, O Macario, AP Azcarraga
2017   Estimation of the volume of the left ventricle from MRI images using deep neural networks  F Liao, X Chen, X Hu, S Song
2017   Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection.  D Sarikaya, J Corso, K Guru
2017   Using Deep Learning Real-Time Object Detection Convolution Neural Networks for Fast Fruit Recognition in the Tree  K Bresilla, L Manfrini, B Morandi, A Boini, G Perulli
2017   Clockless biologically-plausible architecture for temporal perception using convolutional neural networks  Z Fountas, K Nikiforou, D Bhowmik, M Shanahan
2017   Transfer Learning for sEMG Hand Gestures Recognition Using Convolutional Neural Networks  U Côté
2017   Experiments With Scalable Gradient-based Hyperparameter Optimization for Deep Neural Networks  MS Jules
2017   SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks  F Zhang, C Hu, Q Yin, W Li, H Li, W Hong
2017   Comparing Neural Networks for Predicting Stock Markets  T Aamodt, J Torresen
2017   A breakthrough in Speech emotion recognition using Deep Retinal Convolution Neural Networks  Y Niu, D Zou, Y Niu, Z He, H Tan
2017   Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis  A Kitchen, J Seah
2017   Nuclei segmentation in histopathology images using deep neural networks  P Naylor, M Laé, F Reyal, T Walter
2017   Fast Conceptor Classifier in Pre-trained Neural Networks for Visual Recognition  G Qian, L Zhang, Q Zhang
2017   Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations  S Azizi, S Bayat, P Yan, A Tahmasebi, G Nir, JT Kwak
2017   Multi-velocity neural networks for facial expression recognition in videos  O Gupta, D Raviv, R Raskar
2017   Neural Networks for Information Retrieval  T Kenter, A Borisov, C Van Gysel, M Dehghani
2017   An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data  E Stromatias, M Soto, T Serrano
2017   Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks  J Wehrmann, GS Simões, RC Barros, VF Cavalcante
2017   Environment perception in racing simulators using Deep Neural Networks  LA Marina, FD Moldoveanu, SM Grigorescu
2017   Classification Tree Extraction from Trained Artificial Neural Networks  A Bondarenko, L Aleksejeva, V Jumutc, A Borisov
2017   Deep Neural Networks for Visual Reasoning, Program Induction, and Text-to-Image Synthesis  SE Reed
2017   Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks  HF Yang, K Lin, CS Chen
2017   Vehicle Detection in Aerial Images Based on Region Convolutional Neural Networks and Hard Negative Example Mining  T Tang, S Zhou, Z Deng, H Zou, L Lei
2017   Ensemble Application of Convolutional Neural Networks and Multiple Kernel Learning for Multimodal Sentiment Analysis  S Poria, H Peng, A Hussain, N Howard, E Cambria
2017   Multi-scale Convolutional Neural Networks for Crowd Counting  L Zeng, X Xu, B Cai, S Qiu, T Zhang
2017   A Novel Diagnosis Method for SZ by Deep Neural Networks  C Qiao, Y Shi, B Li, T An
2017   Pre-training Neural Networks with Human Demonstrations for Deep Reinforcement Learning  GV Cruz Jr, Y Du, ME Taylor
2017   Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks  Y Li, Y Zhang, X Huang, H Zhu, J Ma 
2017   Using Metalearning for Parameter Tuning in Neural Networks  C Félix, C Soares, A Jorge, H Ferreira 
2017   Hand Gesture Recognition Using Deep Convolutional Neural Networks  G Madjarov 
2017   Reconstruction of Diffusion Anisotropies Using 3D Deep Convolutional Neural Networks in Diffusion Imaging  S Koppers, M Friedrichs, D Merhof 
2017   Lesion Classification in Mammograms Using Convolutional Neural Networks and Transfer Learning  A Perre, LA Alexandre, LC Freire 
2017   Biologically-inspired approach to automatic processing fly eye radar antenna array patterns with convolutional neural networks  I Dzieciuch
2017   Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks  M Rhu, M O'Connor, N Chatterjee, J Pool, SW Keckler
2017   An Analysis of Convolutional Long-Short Term Memory Recurrent Neural Networks for Gesture Recognition  E Tsironi, P Barros, C Weber, S Wermter
2017   Application of Neural Networks for Intelligent Video Game Character Artificial Intelligences  SD Mikulcik
2017   CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data  L Cavigelli, P Degen, L Benini
2017   Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees  M Kraus, S Feuerriegel
2017   Deep Relaxation: partial differential equations for optimizing deep neural networks  P Chaudhari, A Oberman, S Osher, S Soatto, G Carlier
2017   Efficient visual code localization with neural networks  P Bodnár, T Grósz, L Tóth, LG Nyúl
2017   Convergence analysis of Caputo-type fractional order complex-valued neural networks  J Wang, G Yang, B Zhang, Z Sun, Y Liu, J Wang
2017   DeepX: Deep Learning Accelerator for Restricted Boltzmann Machine Artificial Neural Networks  LW Kim
2017   Deep Neural Networks for Kitchen Activity Recognition  J Monteiro, R Granada, RC Barros, F Meneguzzi
2017   Drum Transcription From Polyphonic Music With Recurrent Neural Networks  R Vogl, M Dorfer, P Knees
2017   DeepVO: towards end-to-end visual odometry with deep recurrent convolutional neural networks  S Wang, R Clark, H Wen, N Trigoni
2017   A Multi-Resolution Approach for Spinal Metastasis Detection using Deep Siamese Neural Networks  J Wang, Z Fang, N Lang, H Yuan, MY Su, P Baldi
2017   Center-Shared Sliding Ensemble of Neural Networks for Syntax Analysis of Natural Language  K Kim, Y Jin, SH Na, YK Kim
2017   Learning of Human-like Algebraic Reasoning Using Deep Feedforward Neural Networks  CH Cai, D Ke, Y Xu, K Su
2017   Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks  P Lakhani, B Sundaram
2017   Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification  R Anirudh, JJ Thiagarajan
2017   A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications  Y Du, L Du, Y Li, J Su, MCF Chang
2017   Microscopy Cell Segmentation via Adversarial Neural Networks  A Arbelle, TR Raviv
2017   Neonatal Seizure Detection using Convolutional Neural Networks  A O'Shea, G Lightbody, G Boylan, A Temko
2017   Neural Networks for Analysing Music and Environmental Audio  S Sigtia
2017   Fully Automated Classification Of Mammograms Using Deep Residual Neural Networks  N Dhungel, G Carneiro, AP Bradley
2017   Opening the Black Box of Deep Neural Networks via Information  R Shwartz
2017   A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction  J Schlemper, J Caballero, JV Hajnal, A Price
2017   Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery  GJ Scott, MR England, WA Starms, RA Marcum
2017   Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks  B Deng, AZ Abidin, AM DSouza, MB Nagarajan
2017   Evolving Deep Neural Networks  R Miikkulainen, J Liang, E Meyerson, A Rawal, D Fink
2017   Automatic Gleason grading of H&E stained microscopic prostate images using deep convolutional neural networks  A Gummeson, I Arvidsson, M Ohlsson, NC Overgaard
2017   Automated plasmodia recognition in microscopic images for diagnosis of malaria using convolutional neural networks  S Krappe, M Benz, A Gryanik, E Tannich, C Wegner
2017   A deep cascade of neural networks for image inpainting, deblurring and denoising  G Zhao, J Liu, J Jiang, W Wang 
2017   Separation of Water and Fat Magnetic Resonance Imaging Signals Using Deep Learning with Convolutional Neural Networks  JW Goldfarb 
2017   Deep neural networks based order completion time prediction by using real-time job shop RFID data  C Wang, P Jiang
2017   Feature to prototype transition in neural networks  D Krotov, J Hopfield
2017   Development of a Global Road Safety Performance Function Using Deep Neural Networks  G Pan, L Fu, L Thakali
2017   Towards Scalable Gradient-Based Hyperparameter Optimization In Deep Neural Networks  FU JIE
2017   Embryo cell detection using regions with convolutional neural networks  A Matusevičius, D Dirvanauskas, R Maskeliūnas
2017   Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks  R Alshehhi, PR Marpu, WL Woon, M Dalla Mura
2017   Traceability and Deep Learning-Safety-critical Systems with Traces Ending in Deep Neural Networks  M Borg, C Englund, B Durán 
2017   Decision support from financial disclosures with deep neural networks and transfer learning  M Kraus, S Feuerriegel 
2017   Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks  B Bischke, P Bhardwaj, A Gautam, P Helber, D Borth
2017   A Regularization Post Layer: An Additional Way How to Make Deep Neural Networks Robust  J Vaněk, J Zelinka, D Soutner, J Psutka 
2017   Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks  M Chen, U Challita, W Saad, C Yin, M Debbah 
2017   A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks  SUH Dar, T Çukur 
2017   Simplified Stochastic Feedforward Neural Networks  K Lee, J Kim, S Chong, J Shin
2017   End to End Deep Neural Networks Radio receiver for Speech Signals  D Elbaz, M Zibulevsky
2017   Finding strong lenses in CFHTLS using convolutional neural networks  C Jacobs, K Glazebrook, T Collett, A More, C McCarthy
2017   Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs  M Simonovsky, N Komodakis
2017   Modeling surface appearance from a single photograph using self-augmented convolutional neural networks  X Li, Y Dong, P Peers, X Tong
2017   DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on Chip.  X Zhou, S Li, F Tang, S Hu, Z Lin, L Zhang
2017   Foramina Localization-Semantic Segmentation of Neural Foramina on Lumbar Spine MRIs with Convolutional Neural Networks  K Lamerigts
2017   Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks  M Weigert, L Royer, F Jug, G Myers
2017   Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks  PM Burlina, N Joshi, M Pekala, KD Pacheco
2017   Neural networks for topology optimization  I Sosnovik, I Oseledets
2017   Roles of Pre-training in Deep Neural Networks from Information Theoretical Perspective  Y Furusho, T Kubo, K Ikeda
2017   Fault Diagnosis from Raw Sensor Data Using Deep Neural Networks Considering Temporal Coherence  R Zhang, Z Peng, L Wu, B Yao, Y Guan
2017   Sequence-specific bias correction for RNA-seq data using recurrent neural networks  Y Zhang, R Yamaguchi, S Imoto, S Miyano
2017   Perception Science in the age of Deep Neural Networks  R Vanrullen
2017   Dermatologist-level classification of skin cancer with deep neural networks  A Esteva, B Kuprel, RA Novoa, J Ko, SM Swetter
2017   Supervised local error estimation for nonlinear image registration using convolutional neural networks  KAJ Eppenhof, JPW Pluim
2017   CT Image Denoising with Perceptive Deep Neural Networks  Q Yang, P Yan, MK Kalra, G Wang
2017   Recognition, location, measurement, and 3D reconstruction of concealed cracks using convolutional neural networks  Z Tong, J Gao, H Zhang
2017   Training convolutional neural networks for semantic classification of remote sensing imagery  M Castelluccio, G Poggi, C Sansone, L Verdoliva
2017   Phase recovery and holographic image reconstruction using deep learning in neural networks  Y Rivenson, Y Zhang, H Gunaydin, D Teng, A Ozcan
2017   Visualizations of Deep Neural Networks in Computer Vision: A Survey  C Seifert, A Aamir, A Balagopalan, D Jain, A Sharma
2017   Resolution of singularities via deep complex‐valued neural networks  T Nitta
2017   Convolutional Neural Networks for Time Series Classification  M Zȩbik, M Korytkowski, R Angryk, R Scherer
2017   Learning the mapping function from voltage amplitudes to sensor positions in 3D-EMA using deep neural networks  C Kroos, M Plumbley
2017   Evolving Node Transfer Functions in Deep Neural Networks for Pattern Recognition  D Vodianyk, P Rokita
2017   Solar Event Classification Using Deep Convolutional Neural Networks  A Kucuk, JM Banda, RA Angryk
2017   On Line Emotion Detection Using Retrainable Deep Neural Networks  D Kollias, A Tagaris, A Stafylopatis
2017   Two streams recurrent neural networks for large-scale continuous gesture recognition  X Chai, Z Liu, F Yin, Z Liu, X Chen
2017   Choroid Segmentation from Optical Coherence Tomography with Graph-Edge Weights Learned from Deep Convolutional Neural Networks  X Sui, S Zhang, B Wei, H Bi, J Wu, X Pan, Y Yin
2017   Multi-Valued Quantization Neural Networks toward Hardware Implementation  Y Aratani, YY Jye, A Suzuki, D Shuto, T Morie
2017   Ensemble of Deep Neural Networks with Probability-Based Fusion for Facial Expression Recognition  G Wen, Z Hou, H Li, D Li, L Jiang, E Xun
2017   MBVCNN: Joint convolutional neural networks method for image recognition  T Tong, X Mu, L Zhang, Z Yi, P Hu
2017   Modulation recognition using hierarchical deep neural networks  K Karra, S Kuzdeba, J Petersen
2017   Parametric system identification using deep convolutional neural networks  S Genc
2017   Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks  M Gul, BK Gunturk
2017   Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity Using Convolutional Neural Networks  NE O'Connor
2017   Abstraction hierarchy in deep learning neural networks  R Ilin, T Watson, R Kozma
2017   Probabilistic forecasting of symbol sequences with deep neural networks  M Hauser, Y Fu, Y Li, S Phoha, A Ray
2017   Mitigating fooling with competitive overcomplete output layer neural networks  N Kardan, KO Stanley
2017   An investigation of high-resolution modeling units of deep neural networks for acoustic scene classification  X Bao, T Gao, J Du, LR Dai
2017   Transfer Learning with Neural Networks for Bearing Fault Diagnosis in Changing Working Conditions  R Zhang, H Tao, L Wu, Y Guan
2017   Reduced-Complexity Deep Neural Networks Design using Multi-Level Compression  S Liao, Y Xie, X Lin, Y Wang, M Zhang, B Yuan
2017   Deep Learning of Graphs with Ngram Convolutional Neural Networks  Z Luo, L Liu, J Yin, Y Li, Z Wu
2017   Input Layer Regularization of Multilayer Feedforward Neural Networks  F Li, JM Zurada, Y Liu, W Wu
2017   Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification  E Li, J Xia, P Du, C Lin, A Samat
2017   Environmental Sound Recognition Using Masked Conditional Neural Networks  F Medhat, D Chesmore, J Robinson 
2017   Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment  M Geist, A Holzinger 
2017   Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks  J Carroll, N Carlson, GT Kenyon 
2017   A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks  H Sim, J Lee
2017   Fully Automatic Acute Ischemic Lesion Segmentation in DWI Using Convolutional Neural Networks  L Chen, P Bentley, D Rueckert
2017   Volume upscaling with convolutional neural networks  Z Zhou, Y Hou, Q Wang, G Chen, J Lu, Y Tao, H Lin
2017   Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study  A Kwasigroch, A Mikołajczyk, M Grochowski
2017   Training of Deep Neural Networks based on Distance Measures using RMSProp  T Kurbiel, S Khaleghian
2017   Music emotion analysis using semantic embedding recurrent neural networks  J Jakubik, H Kwaśnicka
2017   Deep neural networks for energy load forecasting  K Amarasinghe, DL Marino, M Manic
2017   Deep Convolutional Neural Networks for facial expression recognition  A Uçar
2017   Are deep neural networks the best choice for modeling source code?  VJ Hellendoorn, P Devanbu
2017   Deep learning with convolutional neural networks for EEG decoding and visualization  RT Schirrmeister, JT Springenberg, LDJ Fiederer
2017   3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks  Y Ben
2017   Confidence Values and Compact Rule Extraction From Probabilistic Neural Networks  S Odense, AA Garcez
2017   System Failure Prediction Using Long Short-Term Memory Neural Networks  J Xu, K Zhang, H Zhang, R Min, G Jiang 
2017   A Comparative Study Of Convolutional Neural Networks For Segmentation And Classification Of Remote Sensing Images  MPD Devi, DA Chitra 
2017   Improving optimization of convolutional neural networks through parameter fine-tuning  N Becherer, J Pecarina, S Nykl, K Hopkinson 
2017   Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks  T Tang, S Zhou, Z Deng, L Lei, H Zou 
2017   Multi-task Deep Neural Networks in Automated Protein Function Prediction  AS Rifaioglu, T Doğan, MJ Martin, R Cetin
2017   Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks  H Zhao, PL Rosin, YK Lai
2017   Machine Learning Topological Invariants with Neural Networks  P Zhang, H Shen, H Zhai
2017   An evolutionary building algorithm for Deep Neural Networks  R Zemouri
2017   An end-to-end recognizer for in-air handwritten Chinese characters based on a new recurrent neural networks  H Ren, W Wang, K Lu, J Zhou, Q Yuan
2017   Improving Deep Neural Networks with Multi-layer Maxout Networks and a novel initialization method  W Sun, F Su, L Wang
2017   Breast cancer cell nuclei classification in histopathology images using deep neural networks  Y Feng, L Zhang, Z Yi
2016   Vanishing point detection with convolutional neural networks  A Borji
2016   Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding  MJ Shafiee, A Wong
2016   Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation  J Chen, L Yang, Y Zhang, M Alber, DZ Chen
2016   Direct Feedback Alignment Provides Learning in Deep Neural Networks  A Nøkland
2016   Scale-Invariant Feature Learning using Deconvolutional Neural Networks for Weakly-Supervised Semantic Segmentation  HE Kim, S Hwang
2016   Deep Learning Neural Networks on Mobile Platforms  A Plieninger, S REGELUNGSTECHNIK, J Conradt
2016   Darwin: a neuromorphic hardware co-processor based on Spiking Neural Networks  J Shen, D Ma, Z Gu, M Zhang, X Zhu, X Xu, Q Xu
2016   Genetic deep neural networks using different activation functions for financial data mining  LM Zhang
2016   Distilling Reverse-Mode Automatic Differentiation (DrMAD) for Optimizing Hyperparameters of Deep Neural Networks  J Fu, H Luo, J Feng, TS Chua
2016   Stochastic Neural Networks with Monotonic Activation Functions  S Ravanbakhsh, B Poczos, J Schneider
2016   Exploiting Cyclic Symmetry in Convolutional Neural Networks  S Dieleman, J De Fauw, K Kavukcuoglu
2016   Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks  C Esteban, O Staeck, Y Yang, V Tresp
2016   Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks  N Suda, V Chandra, G Dasika, A Mohanty, Y Ma
2016   Image Sentiment Analysis using Deep Convolutional Neural Networks with Domain Specific Fine Tuning  S Jindal, S Singh
2016   Towards real-time Speech Emotion Recognition using deep neural networks  HM Fayek, M Lech, L Cavedon
2016   Fingerprint Liveness Detection using Convolutional Neural Networks  R Nogueira, R Lotufo, R Campos Machado
2016   Computing with hardware neurons: spiking or classical? Perspectives of applied Spiking Neural Networks from the hardware side  S Dytckov, M Daneshtalab
2016   Representation learning for mammography mass lesion classificationwith convolutional neural networks  J Arevalo, FA González, R Ramos
2016   Large-Margin Structured Prediction Extensions of Neural Networks for Automatic Speech Recognition  S Ravuri
2016   Mitigation of Effects of Occlusion on Object Recognition with Deep Neural Networks through Low-Level Image Completion  B Chandler, E Mingolla
2016   From retina to behavior: prey-predator recognition by convolutional neural networks and their modulation by classical conditioning  N Yoshida
2016   The Effect of Hyperparameters in the Activation Layers of Deep Neural Networks  C McLeod
2016   Latte: a language, compiler, and runtime for elegant and efficient deep neural networks  L Truong, R Barik, E Totoni, H Liu, C Markley, A Fox
2016   Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification  Y Zhang, EDUK Lee, EDUH Lee, U EDU
2016   Image super-resolution with multi-channel convolutional neural networks  Y Kato, S Ohtani, N Kuroki, T Hirose, M Numa
2016   Computationally efficient target classification in multispectral image data with Deep Neural Networks  L Cavigelli, D Bernath, M Magno, L Benini
2016   Night-time indoor relocalization using depth image with Convolutional Neural Networks  R Li, Q Liu, J Gui, D Gu, H Hu
2016   Perceptual improvement of deep neural networks for monaural speech enhancement  W Han, X Zhang, M Sun, W Shi, X Chen, Y Hu
2016   Driver behavior recognition based on deep convolutional neural networks  S Yan, Y Teng, JS Smith, B Zhang
2016   Object recognition using deep convolutional neural networks with complete transfer and partial frozen layers  MC Kruithof, H Bouma, NM Fischer, K Schutte
2016   Deep Learning for Hyperspectral Data Classification through Exponential Momentum Deep Convolution Neural Networks  Q Yue, C Ma
2016   Using Filter Banks in Convolutional Neural Networks for Texture Classification  V Andrearczyk, PF Whelan
2016   Deep Neural Networks predict Hierarchical Spatio-temporal Cortical Dynamics of Human Visual Object Recognition  RM Cichy, A Khosla, D Pantazis, A Torralba, A Oliva
2016   Speech dereverberation for enhancement and recognition using dynamic features constrained deep neural networks and feature adaptation  X Xiao, S Zhao, DHH Nguyen, X Zhong, DL Jones
2016   Investigating gated recurrent neural networks for speech synthesis  Z Wu, S King
2016   Analysis of error landscapes in multi-layered neural networks for classification  A Rakitianskaia, E Bekker, KM Malan, A Engelbrecht
2016   Communication quantization for data-parallel training of deep neural networks  N Dryden, SA Jacobs, T Moon, B Van Essen
2016   Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning  P Molchanov, S Tyree, T Karras, T Aila, J Kautz
2016   Deep neural networks for precipitation estimation from remotely sensed information  Y Tao, X Gao, A Ihler, K Hsu, S Sorooshian
2016   Performance-portable autotuning of OpenCL kernels for convolutional layers of deep neural networks  YM Tsai, P Luszczek, J Kurzak, J Dongarra
2016   An Experimental Comparison of Deep Neural Networks for End-to-end Speech Recognition  Z Zhang, Z Sun, J Liu, J Chen, Z Huo, X Zhang
2016   Deep Neural Networks for Large Vocabulary Handwritten Text Recognition  T Bluche
2016   Training Recurrent Neural Networks by Diffusion  H Mobahi
2016   Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition  FJ Ordóñez, D Roggen
2016   Matrix Neural Networks  J Gao, Y Guo, Z Wang
2016   Some Ideas of Informational Deep Neural Networks Structural Organization  V Smolin
2016   The LRP Toolbox for Artificial Neural Networks  S Lapuschkin, A Binder, G Montavon, KR Müller
2016   Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging  Y Xu, Q Huang, W Wang, P Foster, S Sigtia
2016   Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio  F Weninger, F Ringeval, E Marchi, B Schuller
2016   Boosted Convolutional Neural Networks  M Moghimi, M Saberian, J Yang, LJ Li, N Vasconselos
2016   Speaker Identification And Clustering Using Convolutional Neural Networks  Y Lukic, C Vogt, O Dürr, T Stadelmann
2016   Text/Non-text Image Classification in the Wild with Convolutional Neural Networks  X Bai, B Shi, C Zhang, X Cai, L Qi
2016   Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks  J Chen, C Srinivas
2016   Functional Hashing for Compressing Neural Networks  L Shi, S Feng
2016   Monet-Style Images Generation Using Recurrent Neural Networks  Y Zhao, D Xu
2016   Automatic Classification of Anuran Sounds Using Convolutional Neural Networks  J Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes
2016   Sequence Student-Teacher Training of Deep Neural Networks  JHM Wong, MJF Gales
2016   A Study of Objectionable Images Classification with Deep Convolutional Neural Networks  TH Lee
2016   Classification of Alzheimer's Disease Structural MRI Data by Deep Learning Convolutional Neural Networks  S Sarraf, G Tofighi
2016   Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks  Y Chen, H Jiang, C Li, X Jia, P Ghamisi
2016   Traffic sign classification with deep convolutional neural networks  J CREDI
2016   Visualization of Deep Convolutional Neural Networks  D Li
2016   Combining Generative and Discriminative Neural Networks for Sleep Stages Classification  EP Giri, MI Fanany, AM Arymurthy
2016   Longitudinal Multiple Sclerosis Lesion Segmentation Using Multi-view Convolutional Neural Networks  A Birenbaum, H Greenspan
2016   De-noising of Contrast-Enhanced MRI Sequences by an Ensemble of Expert Deep Neural Networks  A Benou, R Veksler, A Friedman, TR Raviv
2016   Multilingual, acoustic deep neural networks  VO Vanhoucke, JA Dean, G Heigold, M Devin
2016   Fully Automating Graf's Method for DDH Diagnosis Using Deep Convolutional Neural Networks  D Golan, Y Donner, C Mansi, J Jaremko
2016   Deep Convolutional Neural Networks for Detection of Rail Surface Defects  S Faghih
2016   Face Occlusion Detection Using Deep Convolutional Neural Networks 3  Y Xia, B Zhang, F Coenen
2016   Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks  X Gibert, VM Patel, R Chellappa
2016   Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks  MJ Shafiee, A Mishra, A Wong
2016   Fast and Efficient Asynchronous Neural Computation with Adapting Spiking Neural Networks  D Zambrano, SM Bohte
2016   Synaptic depression in deep neural networks for speech processing  W Zhang, H Li, M Yang, N Mesgarani
2016   Exploiting LSTM structure in deep neural networks for speech recognition  T He, J Droppo
2016   Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks  U Shaham, R Lederman
2016   Application of Classifier Integration Model with Convolutional Neural Networks to an Object Classification Task  DC Park
2016   Image Classification using Fast Learning Convolutional Neural Networks  K Lee, DC Park
2016   Structured Pruning of Deep Convolutional Neural Networks  S Anwar, K Hwang, W Sung
2016   Convolution Neural Networks Embedding K-means  M Gua, S Lia, L Lib
2016   DropConnect Regularization Method with Sparsity Constraint for Neural Networks  L Zifeng, J Xiaojun, W Xiaohan, H Hai, TAN Youheng
2016   Computer network traffic prediction: a comparison between traditional and deep learning neural networks  TP Oliveira, JS Barbar, AS Soares
2016   Reservoir Characterization Using Fuzzy Kriging and Deep Learning Neural Networks  MM Korjani, AS Popa, E Grijalva, S Cassidy, I Ershaghi
2016   Quantum-Chemical Insights from Deep Tensor Neural Networks  KT Schütt, F Arbabzadah, S Chmiela, KR Müller
2016   Deep Neural Networks with Relativity Learning for facial expression recognition  Y Guo, D Tao, J Yu, H Xiong, Y Li, D Tao
2016   Deep Neural Networks for Identifying Cough Sounds  J Amoh, K Odame
2016   Optimistic and Pessimistic Neural Networks for Scene and Object Recognition  R Grzeszick, S Sudholt, GA Fink
2016   Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model  I Ilievski, T Akhtar, J Feng, CA Shoemaker
2016   Diagnosis of Tidal Turbine Vibration Data through Deep Neural Networks  GS Galloway, VM Catterson, T Fay, A Robb, C Love
2016   Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks  T Salimans, DP Kingma
2016   How Deep Neural Networks Can Improve Emotion Recognition on Video Data  P Khorrami, TL Paine, K Brady, C Dagli, TS Huang
2016   Sparse Factorization Layers for Neural Networks with Limited Supervision  P Koch, JJ Corso
2016   A Hybrid Approach for Time Series Forecasting Using Deep Learning and Nonlinear Autoregressive Neural Networks  S Narejo, EGA Pasero
2016   Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks  B Lusch, J Weholt, PD Maia, JN Kutz
2016   Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images  W Li, P Cao, D Zhao, J Wang
2016   Recurrent Neural Networks for Multivariate Time Series with Missing Values  Z Che, S Purushotham, K Cho, D Sontag, Y Liu
2016   Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs  D Li, X Chen, M Becchi, Z Zong
2016   Fast Computing Framework for Convolutional Neural Networks  M Korytkowski, P Staszewski, P Woldan, R Scherer
2016   Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks  F Wahlberg, W Tomas, B Anders
2016   Isolated Word Speech Recognition System Using Deep Neural Networks  D Dhanashri, SB Dhonde
2016   Environmental Sound Classification Using Cen-Tral Auditory Representations And Deep Neural Networks  K Chen, L Yang, Z Sang
2016   Implementation and analysis of deep competitive neural networks  C Haigh
2016   Recurrent Neural Networks With Limited Numerical Precision  J Ott, Z Lin, Y Zhang, SC Liu, Y Bengio
2016   Attention Based Recurrent Neural Networks for Online Advertising  S Zhai, K Chang, R Zhang, Z Zhang
2016   Online Multi-target Tracking using Recurrent Neural Networks  A Milan, SH Rezatofighi, A Dick, K Schindler, I Reid
2016   Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks  M Längkvist, A Kiselev, M Alirezaie, A Loutfi
2016   Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex  Q Liao, T Poggio
2016   Predicting Online Doctor Ratings from User Reviews Using Convolutional Neural Networks  RD Sharma, S Tripathi, SK Sahu, S Mittal, A Anand
2016   Object detection from video tubelets with convolutional neural networks  K Kang, W Ouyang, H Li, X Wang
2016   Interpretable deep neural networks for enhancer prediction  SG Kim, N Theera
2016   Accurate prediction of docked protein structure similarity using neural networks and restricted Boltzmann machines  R Farhoodi, B Akbal
2016   3D Mesh Labeling via Deep Convolutional Neural Networks  K Guo, D Zou, X Chen
2016   Neural networks for proper name retrieval in the framework of automatic speech recognition  D Fohr, I Illina
2016   Practical Applications Of Biological Realism In Artificial Neural Networks  T MAHARAJ
2016   Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks  F Sheikhzadeh, A Carraro, J Korbelic, C MacAulay
2016   Artificial neural networks and their potentialities in analyzing budget health data: an application for Italy of what-if theory  PM Buscema, G Maurelli, FS Mennini, L Gitto, S Russo
2016   Multi-Scale Convolutional Neural Networks for Time Series Classification  Z Cui, W Chen, Y Chen
2016   Deep learning in the small sample size setting: cascaded feed forward neural networks for medical image segmentation  B Gaonkar, D Hovda, N Martin, L Macyszyn
2016   A Tutorial on Deep Neural Networks for Intelligent Systems  JC Cuevas
2016   Learning to be Efficient: Algorithms for Training Low-Latency, Low-Compute Deep Spiking Neural Networks  D Neil, M Pfeiffer, SC Liu
2016   Recognition of college students from Weibo with deep neural networks  X Yu, H Yu, XY Tian, G Yu, X Li, X Zhang, JY Wang
2016   A novel approach for website aesthetic evaluation based on convolutional neural networks  MG Khani, MR Mazinani, M Fayyaz, M Hoseini
2016   Single-Image Super Resolution for Multispectral Remote Sensing Data Using Convolutional Neural Networks  L Liebel, M Körner
2016   Algorithmic Composition of Melodies with Deep Recurrent Neural Networks  F Colombo, SP Muscinelli, A Seeholzer, J Brea
2016   Knowledge Based 3d Building Model Recognition Using Convolutional Neural Networks from LIDAR and Aerial Imageries  F Alidoost, H Arefi
2016   Toward growing modular deep neural networks for continuous speech recognition  Z Ansari, SA Seyyedsalehi
2016   Hair Segmentation Using Heuristically-Trained Neural Networks  W Guo
2016   Fast and robust segmentation of the striatum using deep convolutional neural networks  H Choi, KH Jin
2016   Image Copy Detection Based on Convolutional Neural Networks  J Zhang, W Zhu, B Li, W Hu, J Yang
2016   Assembly output codes for learning neural networks  P Tigréat, CRK Lassance, X Jiang, V Gripon, C Berrou
2016   Neural networks designing neural networks: multi-objective hyper-parameter optimization  SC Smithson, G Yang, WJ Gross, BH Meyer
2016   Efficient memory compression in deep neural networks using coarse-grain sparsification for speech applications  D Kadetotad, S Arunachalam, C Chakrabarti, J Seo
2016   Learning To Optimize: Training Deep Neural Networks For Wireless Resource Management  H Sun, X Chen, Q Shi, M Hong, X Fu
2016   Avian retinal photoreceptor detection and classification using Convolutional Neural Networks  ED Collier
2016   Low-rank passthrough neural networks  AVM Barone
2016   Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition  D Wu, L Pigou, PJ Kindermans, N Le, L Shao
2016   Background rejection in NEXT using deep neural networks  J Renner, A Farbin, JM Vidal, JM Benlloch
2016   Multitask Learning for Text Classification with Deep Neural Networks  HG Noushahr, S Ahmadi
2016   Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings  FC Morabito, M Campolo, C Ieracitano, JM Ebadi
2016   Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks  J Xie, R Girshick, A Farhadi
2016   Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks  M Francis
2016   End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation  W Yang, W Ouyang, H Li, X Wang
2016   Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks  LG Hafemann, R Sabourin, LS Oliveira
2016   Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks  A Severyn, A Moschitti
2016   Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding  A Jaech, L Heck, M Ostendorf
2016   Finetuning Convolutional Neural Networks for Visual Aesthetics  Y Wang, Y Li, F Porikli
2016   6-DOF Monocular Relocalization with Convolutional Neural Networks  A Singh, A Mudgal
2016   Image annotation of power grid objects based on convolutional neural networks  W Luo, M Feng, Q Fan, Q Peng, G Li, X Hao, L Yu
2016   Optimized Mapping Spiking Neural Networks onto Network-on-Chip  Y Ji, Y Zhang, H Liu, W Zheng
2016   An efficient noise-robust automatic speech recognition system using artificial neural networks  S Gupta, KM Bhurchandi, AG Keskar
2016   Special Issue Editorial: Randomized Algorithms for Training Neural Networks  D Wang
2016   One-shot Learning with Memory-Augmented Neural Networks  A Santoro, S Bartunov, M Botvinick, D Wierstra
2016   Hierarchical Reinforcement Learning using Spatio-Temporal Abstractions and Deep Neural Networks  R Krishnamurthy, AS Lakshminarayanan, P Kumar
2016   Deep biomarkers of human aging: Application of deep neural networks to biomarker development  E Putin, P Mamoshina, A Aliper, M Korzinkin
2016   Improved Shape Parameter Estimation in K Clutter with Neural Networks and Deep Learning  JRM Fernández, JCB Vidal
2016   Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks  H Phan, L Hertel, M Maass, A Mertins
2016   Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions  SM Siniscalchi, VM Salerno
2016   Domain Adaptation Of Deep Neural Networks For Automatic Speech Recognition Via Wireless Sensors  G Gosztolya, T Grósz
2016   Sketching and Neural Networks  A Daniely, N Lazic, Y Singer, K Talwar
2016   DeepSymmetry: Joint Symmetry and Depth Estimation using Deep Neural Networks  G Liu, C Yang, Z Li, D Ceylan, Q Huang
2016   TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks  D Laptev, N Savinov, JM Buhmann, M Pollefeys
2016   Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset  Y Sawada, K Kozuka
2016   Analytical estimates of efficiency of attractor neural networks with inborn connections  K Solovyeva, I Karandashev, W Dunin
2016   ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels  H Chen, S Jayasuriya, J Yang, J Stephen
2016   Deep Neural Networks Under Stress  M Carvalho, M Cord, S Avila, N Thome, E Valle
2016   Classification of human activity on water through micro-Dopplers using deep convolutional neural networks  Y Kim, T Moon
2016   Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval  M Tzelepi, A Tefas
2016   Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks  G Morse, KO Stanley
2016   Efficient pedestrian detection from aerial vehicles with object proposals and convolutional neural networks  B Minnehan, A Savakis
2016   Mixed Pooling Neural Networks For Color Constancy  D Fourure, R Emonet, E Fromont, D Muselet
2016   Tag-Aware Recommender Systems Based on Deep Neural Networks  Y Zuo, J Zeng, M Gong, L Jiao
2016   Face Recognition across Time Lapse Using Convolutional Neural Networks  H El Khiyari, H Wechsler
2016   Learning Compact Recurrent Neural Networks  Z Lu, V Sindhwani, TN Sainath
2016   Synchronization of linearly coupled reaction-diffusion neural networks with hybrid coupling and time-varying delays via aperiodically intermittent pinning control  X Liu, Z Chen, L Zhou
2016   Information retrieval in instant messaging platforms using Recurrent Neural Networks  JHP Suorra
2016   Continuous Fundamental Frequency Prediction with Deep Neural Networks  BP Tóth, TG Csapó
2016   Neural Networks in Wireless Networks: Techniques, Applications and Guidelines  N Ahad, J Qadir, N Ahsan
2016   Advances in Very Deep Convolutional Neural Networks for LVCSR  T Sercu, V Goel
2016   On Complex Valued Convolutional Neural Networks  N Guberman
2016   Representation of linguistic form and function in recurrent neural networks  Á Kádár, G Chrupała, A Alishahi
2016   Image Assessment Using Deep Convolutional Neural Networks  Z Lin, H Jin, J Yang
2016   Architectural Complexity Measures of Recurrent Neural Networks  S Zhang, Y Wu, T Che, Z Lin, R Memisevic
2016   Virtualizing Deep Neural Networks for Memory-Efficient Neural Network Design  M Rhu, N Gimelshein, J Clemons, A Zulfiqar
2016   Pixel Recurrent Neural Networks  A Oord, N Kalchbrenner, K Kavukcuoglu
2016   Learning to Extract Motion from Videos in Convolutional Neural Networks  D Teney, M Hebert
2016   Unsupervised convolutional neural networks for motion estimation  A Ahmadi, I Patras
2016   Bitwise Neural Networks  M Kim, P Smaragdis
2016   Human action recognition using genetic algorithms and convolutional neural networks  EP Ijjina, CK Mohan
2016   A novel activation function for multilayer feed-forward neural networks  ANS Njikam, H Zhao
2016   PersonNet: Person Re-identification with Deep Convolutional Neural Networks  L Wu, C Shen, A Hengel
2016   Exploiting fully convolutional neural networks for fast road detection  C Caio, DF Wolf
2016   A Systematic Approach to Blocking Convolutional Neural Networks  X Yang, J Pu, BB Rister, N Bhagdikar, S Richardson
2016   A Novel GPU-Based Efficient Approach for Convolutional Neural Networks with Small Filters  W Jiang, Y Chen, H Jin, R Zheng, Y Chi
2016   Classiffication-based Financial Markets Prediction using Deep Neural Networks  M Dixon, D Klabjan, JH Bang
2016   Insect Classification With Heirarchical Deep Convolutional Neural Networks  J Glick, K Miller
2016   Dense Crowd Counting from Still Images with Convolutional Neural Networks  Y Hu, H Chang, F Nian, Y Wang, T Li
2016   Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks  S Sarraf, G Tofighi
2016   Evolving Artificial Neural Networks using Cartesian Genetic Programming  A Turner
2016   Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units  W Shang, K Sohn, D Almeida, H Lee
2016   XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks  M Rastegari, V Ordonez, J Redmon, A Farhadi
2016   Food Image Recognition by Using Convolutional Neural Networks (CNNs)  Y Lu
2016   Laughter Classification Using Deep Rectifier Neural Networks with a Minimal Feature Subset  G GOSZTOLYA, B András, T NEUBERGER, T László
2016   Intonation classification for L2 English speech using multi-distribution deep neural networks  K Li, X Wu, H Meng
2016   Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step Conditioning  A Busia, J Collins, N Jaitly
2016   STDP-based spiking deep neural networks for object recognition  SR Kheradpisheh, M Ganjtabesh, SJ Thorpe
2016   Understanding Deep Neural Networks with Rectified Linear Units  R Arora, A Basu, P Mianjy, A Mukherjee
2016   Automatic detection and classification of leukocytes using convolutional neural networks  J Zhao, M Zhang, Z Zhou, J Chu, F Cao
2016   High-Resolution Semantic Labeling with Convolutional Neural Networks  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware  T Hwu, J Isbell, N Oros, J Krichmar
2016   Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of Deep Neural Networks  A Ardakani, C Condo, WJ Gross
2016   A pseudo ensemble convolutional neural networks  J Jang, Y Cho, H Yoon
2016   Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks  JJ Mordang, T Janssen, A Bria, T Kooi
2016   Classification of dermoscopy patterns using deep convolutional neural networks  S Demyanov, R Chakravorty, M Abedini, A Halpern
2016   Automatic spine and pelvis detection in frontal X-rays using deep neural networks for patch displacement learning  B Aubert, C Vazquez, T Cresson, S Parent, J De Guise
2016   On the expressive power of deep neural networks  M Raghu, B Poole, J Kleinberg, S Ganguli
2016   Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation  M Ghafoorian, N Karssemeijer, T Heskes
2016   Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking  K Tymoshenko, D Bonadiman, A Moschitti
2016   Short-Term Traffic Forecasting: Modeling and Learning Spatio-Temporal Relations in Transportation Networks Using Graph Neural Networks  B Shahsavari, P Abbeel
2016   Superpixel Filtering for Mean Field Inference in CRFs Integrated with Convolutional Neural Networks  JM Hunt
2016   Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification  K Nogueira, OAB Penatti, JA Santos
2016   Fpga Based Implementation of Deep Neural Networks Using On-chip Memory Only  J Park, W Sung
2016   Automatic scanpath generation with deep recurrent neural networks  D Simon, S Sridharan, S Sah, R Ptucha, C Kanan
2016   Natural Scene Digit Classification Using Convolutional Neural Networks  Z Wang, P Jiang, X Zhang, F Wang
2016   Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System  R Yan, Y Song, H Wu
2016   Transfer Learning for Cross-Lingual Sentiment Classification with Weakly Shared Deep Neural Networks  G Zhou, Z Zeng, JX Huang, T He
2016   Recurrent Neural Networks with Elastic Time Context in Language Modeling  K Beneš
2016   High-Frequency Trading Strategy Based on Deep Neural Networks  A Arévalo, J Niño, G Hernández, J Sandoval
2016   Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks  T Nitta
2016   INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification  S Ruder12, P Ghaffari, JG Breslin
2016   AdaNet: Adaptive Structural Learning of Artificial Neural Networks  C Cortes, X Gonzalvo, V Kuznetsov, M Mohri, S Yang
2016   UniPI at SemEval-2016 Task 4: Convolutional Neural Networks for Sen-timent Classification  G Attardi, D Sartiano
2016   Token-Level Metaphor Detection using Neural Networks  EL Do Dinh, I Gurevych
2016   Pretraining Convolutional Neural Networks for Visual Recognition  M Haavisto
2016   Feature point description and classification for urban street scenes using convolutional neural networks  H WALLENIUS
2016   3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks  X Xu, D Corrigan, A Dehghani, S Caulfield, D Moloney
2016   Neural networks within multi-core optic fibers  E Cohen, D Malka, A Shemer, A Shahmoon, Z Zalevsky
2016   Estimation of Deep Neural Networks Capabilities Using Polynomial Approach  P Rozycki, J Kolbusz, R Korostenskyi, BM Wilamowski
2016   Examination of the Deep Neural Networks in Classification of Distorted Signals  M Koziarski, B Cyganek
2016   Parametric Exponential Linear Unit for Deep Convolutional Neural Networks  L Trottier, P Giguère, B Chaib
2016   Deep convolutional neural networks for predominant instrument recognition in polyphonic music  Y Han, J Kim, K Lee
2016   Synthesizing the preferred inputs for neurons in neural networks via deep generator networks  A Nguyen, A Dosovitskiy, J Yosinski, T Brox, J Clune
2016   Training Neural Networks by Optimizing Random Subspaces of the Weight Space  E Skubalska
2016   Pre-training in convolutional neural networks  H Liu
2016   A Novel Approach of Face Recognition using Convolutional Neural Networks  TS AKHEEL, D JILANI
2016   FPGA-based Accelerator for Deep Convolutional Neural Networks for the SPARK Environment  R Morcel, M Ezzeddine, H Akkary
2016   Collaborative Layer-wise Discriminative Learning in Deep Neural Networks  X Jin, Y Chen, J Dong, J Feng, S Yan
2016   Recurrent Neural Networks For Drum Transcription  R Vogl, M Dorfer, P Knees
2016   Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition  C Ding, D Tao
2016   Gland Instance Segmentation by Deep Multichannel Neural Networks  Y Xu, Y Li, M Liu, Y Wang, Y Fan, M Lai, EI Chang
2016   DSD: Regularizing Deep Neural Networks with Dense-Sparse-Dense Training Flow  S Han, J Pool, S Narang, H Mao, S Tang, E Elsen
2016   Identification of Water and Fat Images in Dixon MRI Using Aggregated Patch-Based Convolutional Neural Networks  L Zhao, Y Zhan, D Nickel, M Fenchel, B Kiefer, XS Zhou
2016   Deep Convolutional Neural Networks for Histological Image Analysis in Gastric Carcinoma Whole Slide Images  H Sharma, N Zerbe, I Klempert, O Hellwich, P Hufnagl
2016   Artificial Neural Networks that Learn to Satisfy Logic Constraints  G Pinkas, S Cohen
2016   Revisiting Multiple Instance Neural Networks  X Wang, Y Yan, P Tang, X Bai, W Liu
2016   ECS 240: Project Final Report Programming with Deep Neural Networks  M Rashid
2016   Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks  Z Zhang, F Ringeval, J Han, J Deng, E Marchi
2016   Artificial neural networks approach to the forecast of stock market price movements  L Di Persio, O Honchar
2016   Deep Convolutional Neural Networks for Human Embryonic Cell Counting  A Khan, S Gould, M Salzmann
2016   Fast, lean and accurate: Modeling password guessability using neural networks  W Melicher, B Ur, SM Segreti, S Komanduri, L Bauer
2016   DeepSetNet: Predicting Sets with Deep Neural Networks  SH Rezatofighi, A Milan, E Abbasnejad, A Dick, I Reid
2016   Robotic Grasp Detection using Deep Convolutional Neural Networks  S Kumra, C Kanan
2016   Automatic Node Selection for Deep Neural Networks using Group Lasso Regularization  T Ochiai, S Matsuda, H Watanabe, S Katagiri
2016   Single Image Dehazing via Multi-scale Convolutional Neural Networks  W Ren, S Liu, H Zhang, J Pan, X Cao, MH Yang
2016   Natural Image Matting Using Deep Convolutional Neural Networks  D Cho, YW Tai, I Kweon
2016   Learnable Histogram: Statistical Context Features for Deep Neural Networks  Z Wang, H Li, W Ouyang, X Wang
2016   New Sonorities For Jazz Recordings: Separation And Mixing Using Deep Neural Networks  SI Mimilakis, E Cano, J Abeßer, G Schuller
2016   Aggregated Residual Transformations for Deep Neural Networks  S Xie, R Girshick, P Dollár, Z Tu, K He
2016   Understanding the Effective Receptive Field in Deep Convolutional Neural Networks  W Luo, Y Li, R Urtasun, R Zemel
2016   Partial discharge patterns recognition with deep Convolutional Neural Networks  G Li, M Rong, X Wang, X Li, Y Li
2016   Intelligent monitor system based on cloud and convolutional neural networks  B Yong, G Zhang, H Chen, Q Zhou
2016   Multimodal convolutional neural networks for road detection  S Held, H Khelil, M Killat
2016   Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks  Y Zhou, H Wang, F Xu, YQ Jin
2016   CQT-based Convolutional Neural Networks for Audio Scene Classification  T Lidy, A Schindler
2016   Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification  E Marchi, D Tonelli, X Xu, F Ringeval, J Deng
2016   Very high resolution images classification by fine tuning deep convolutional neural networks  M Iftene, Q Liu, Y Wang
2016   Fine Hand Segmentation using Convolutional Neural Networks  T Vodopivec, V Lepetit, P Peer
2016   Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks  A Montes, A Salvador, X Giro
2016   Realtime control of sequence generation with character based Long Short Term Memory Recurrent Neural Networks  M Akten
2016   Automated Retinopathy of Prematurity Case Detection with Convolutional Neural Networks  DE Worrall, CM Wilson, GJ Brostow
2016   On the use of deep feedforward neural networks for automatic language identification  I Lopez
2016   A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding  R Zhang, J Wu, C Zhang, WT Freeman, JB Tenenbaum
2016   Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets  Y Liu, E Racah, J Correa, A Khosrowshahi, D Lavers
2016   Encouraging orthogonality between weight vectors in pretrained deep neural networks  K Grzegorczyk, M Kurdziel, PI Wójcik
2016   Low complexity encoder for feedback-channel-free distributed video coding using deep convolutional neural networks at the decoder  PR Bhagath, J Mukherjee, S Mukopadhayay
2016   Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks  Y Zhang, S Song, E Yumer, M Savva, JY Lee, H Jin
2016   Deep Convolutional Neural Networks for Multi-instance Multi-task Learning  T Zeng, S Ji
2016   Hierarchical committee of deep convolutional neural networks for robust facial expression recognition  BK Kim, J Roh, SY Dong, SY Lee
2016   Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks  S Zhang, H Jiang, L Dai
2016   A Theoretical Analysis of Deep Neural Networks for Texture Classification  S Basu, M Karki, R DiBiano, S Mukhopadhyay
2016   Training Neural Networks Without Gradients: A Scalable ADMM Approach  G Taylor, R Burmeister, Z Xu, B Singh, A Patel
2016   Lung Nodule Detection using 3D Convolutional Neural Networks Trained on Weakly Labeled Data  R Anirudh, JJ Thiagarajan, T Bremer, H Kim
2016   Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks  A Nguyen, J Yosinski, J Clune
2016   When Neural Networks Meet Decisional DNA: A Promising New Perspective for Knowledge Representation and Sharing  H Zhang, C Sanin, E Szczerbicki
2016   Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning  HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao
2016   The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks  B Saleh, A Elgammal, J Feldman
2016   Coarse grain parallelization of deep neural networks  MG Tallada
2016   Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks  YH Chen, T Krishna, J Emer, V Sze
2016   BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to+ 1 or-1  M Courbariaux, Y Bengio
2016   Noise-Boosted Back Propagation And Deep Learning Neural Networks  K Audhkhasi, O Osoba, B Kosko
2016   Selective Dropout for Deep Neural Networks  E Barrow, M Eastwood, C Jayne
2016   On the Singularity in Deep Neural Networks  T Nitta
2016   Unconstrained Face Detection from a Mobile Source Using Convolutional Neural Networks  S Chaudhry, R Chandra
2016   A renaissance of neural networks in drug discovery  I Tetko, D Winkler, I Baskin
2016   Semantic Relatedness in Convolutional Neural Networks  P Missault
2016   Drogue detection for autonomous aerial refueling based on convolutional neural networks  X Wang, X Dong, X Kong, J Li, B Zhang
2016   A Table Detection Method for PDF Documents Based on Convolutional Neural Networks  L Hao, L Gao, X Yi, Z Tang
2016   Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks  Y Yu, H Lin, J Meng, Z Zhao
2016   CNNLab: a Novel Parallel Framework for Neural Networks using GPU and FPGA-a Practical Study with Trade-off Analysis  M Zhu, L Liu, C Wang, Y Xie
2016   Graph based manifold regularized deep neural networks for automatic speech recognition  VS Tomar, RC Rose
2016   Pornographic Image Detection Utilizing Deep Convolutional Neural Networks  F Nian, T Li, Y Wang, M Xu, J Wu
2016   Fusing LIDAR and images for pedestrian detection using convolutional neural networks  J Schlosser, CK Chow, Z Kira
2016   Sentiment Analysis for Chinese Microblog based on Deep Neural Networks with Convolutional Extension Features  SUN Xiao, LI Chengcheng, REN Fuji
2016   SE3-Nets: Learning Rigid Body Motion using Deep Neural Networks  A Byravan, D Fox
2016   Adaptive Visual Feedback Generation for Facial Expression Improvement with Multi-task Deep Neural Networks  T Kaneko, K Hiramatsu, K Kashino
2016   Transform-Invariant Convolutional Neural Networks for Image Classification and Search  X Shen, X Tian, A He, S Sun, D Tao
2016   Simulation of Bayesian Learning and Inference on Distributed Stochastic Spiking Neural Networks  K Ahmed, A Shrestha, Q Qiu
2016   Supervised learning based on temporal coding in spiking neural networks  H Mostafa
2016   Open-set plant identification using an ensemble of deep convolutional neural networks  M Mehdipour Ghazi, B Yanıkoğlu, E Aptoula
2016   Deep Recurrent Neural Networks for Supernovae Classification  T Charnock, A Moss
2016   Adaptability of Neural Networks on Varying Granularity IR Tasks  D Cohen, Q Ai, WB Croft
2016   Recognition of radio signals with deep learning Neural Networks  G Işık, H Artuner
2016   Improving quantitative structure–activity relationship models using Artificial Neural Networks trained with dropout  J Mendenhall, J Meiler
2016   Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks  P Ondruska, I Posner
2016   Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Recurrent Neural Networks  YA Chung, CC Wu, CH Shen, HY Lee
2016   Convolutional Neural Networks using Logarithmic Data Representation  D Miyashita, EH Lee, B Murmann
2016   Blind Room Acoustics Characterization Using Recurrent Neural Networks and Modulation Spectrum Dynamics  JF Santos, TH Falk
2016   Revealing Fundamental Physics from the Daya Bay Neutrino Experiment using Deep Neural Networks  E Racah, S Ko, P Sadowski, W Bhimji, C Tull, SY Oh
2016   Deep Learning using Deep Neural Networks  N Kumar
2016   Rank-based pooling for deep convolutional neural networks  Z Shi, Y Ye, Y Wu
2016   Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking  G Ning, Z Zhang, C Huang, Z He, X Ren, H Wang
2016   Deep Convolutional Neural Networks for Forest Fire Detection  Q Zhang, J Xu, L Xu, H Guo
2016   Churn analysis using deep convolutional neural networks and autoencoders  A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit
2016   Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks  H Alhichri, BB Jdira, N Alajlan
2016   Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering  M Defferrard, X Bresson, P Vandergheynst
2016   Analyzing Distributional Learning of Phonemic Categories in Unsupervised Deep Neural Networks  O Räsänen, T Nagamine, N Mesgarani
2016   Detection and Diagnosis of Breast Tumors using Deep Convolutional Neural Networks  JD Gallego
2016   Neuromorphic Architectures for Spiking Deep Neural Networks  G Indiveri, F Corradi, N Qiao
2016   String representations and distances in deep convolutional neural networks for image classification  C Barat, C Ducottet
2016   Noise Robust Keyword Spotting Using Deep Neural Networks For Embedded Platforms  R Abdelmoula
2016   Multi-velocity neural networks for gesture recognition in videos  O Gupta, D Raviv, R Raskar
2016   Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks  A Gomez, A Salazar
2016   Moving object recognition using multi-view three-dimensional convolutional neural networks  T He, H Mao, Z Yi
2016   Flow of Information in Feed-Forward Deep Neural Networks  P Khadivi, R Tandon, N Ramakrishnan
2016   Neurally-Guided Procedural Models: Learning to Guide Procedural Models with Deep Neural Networks  D Ritchie, A Thomas, P Hanrahan, ND Goodman
2016   Harnessing Deep Neural Networks with Logic Rules  Z Hu, X Ma, Z Liu, E Hovy, E Xing
2016   Automatic Speech Recognition Based on Neural Networks  R Schlüter, P Doetsch, P Golik, M Kitza, T Menne, K Irie
2016   Star-galaxy Classification Using Deep Convolutional Neural Networks  EJ Kim, RJ Brunner
2016   A Deep Neural Networks (DNN) Based Models for a Computer Aided Pronunciation Learning System  MS Elaraby, M Abdallah, S Abdou, M Rashwan
2016   Bounded Activation Functions for Enhanced Training Stability of Deep Neural Networks on Visual Pattern Recognition Problems  SS Liew, M Khalil
2016   Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation  RPK Poudel, P Lamata, G Montana
2016   Learning Structured Sparsity in Deep Neural Networks  W Wen, C Wu, Y Wang, Y Chen, H Li
2016   Deep GDashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks  J Lanchantin, R Singh, B Wang, Y Qi
2016   Every filter extracts a specific texture in convolutional neural networks  Z Xia, C Zhu, Z Wang, Q Guo, Y Liu
2016   Prostate Cancer Classification using Convolutional Neural Networks  A Gummeson
2016   Recognizing handwritten single digits and digit strings using deep architecture of neural networks  R Saabni
2016   A survey on deep neural networks for human action recognition in RGB image and depth image  Z Fang
2016   Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks  L Zhang, A Gooya, B Dong, R Hua, SE Petersen
2016   Diabetic Macular Edema Grading Based on Deep Neural Networks  B Al
2016   High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks  A Rajkomar, S Lingam, AG Taylor, M Blum, J Mongan
2016   Lung Image Segmentation Using Deep Learning Methods and Convolutional Neural Networks  A Alexander Kalinovsky, V Kovalev
2016   Automated Grading of Gliomas using Deep Learning in Digital Pathology Images: A modular approach with ensemble of convolutional neural networks  MG Ertosun, DL Rubin
2016   Deep Learning for Ocean Remote Sensing: An Application of Convolutional Neural Networks for Super-Resolution on Satellite-Derived SST Data  A Ducournau, R Fablet
2016   Nonlinear dictionary learning based deep neural networks  H Zhang, H Liu, R Song, F Sun
2016   Evaluation of Infants with Spinal Muscular Atrophy Type-I Using Convolutional Neural Networks  B Soran, L Lowes, KM Steele
2016   A pseudoinverse incremental algorithm for fast training deep neural networks with application to spectra pattern recognition  K Wang, P Guo, Q Yin, AL Luo, X Xin
2016   An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognition  J Gao, J Du, C Kong, H Lu, E Chen, CH Lee
2016   Bi-Level Multi-column Convolutional Neural Networks for Facial Landmark Point Detection  Y Xu, S Gao
2016   Low level visual feature extraction by learning of multiple tasks for Convolutional Neural Networks  H Ide, T Kurita
2016   Simplified Information Maximization for Improving Generalization Performance in Multi-Layered Neural Networks  R Kamimura
2016   Air quality forecasting using neural networks  C Zhao
2016   Deep Neural Networks with Flexible Activation Function  A Marinelli
2016   Multi-view gait recognition using 3D convolutional neural networks  T Wolf, M Babaee, G Rigoll
2016   Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images  X Yang, L Yu, L Wu, Y Wang, D Ni, J Qin, PA Heng
2016   Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks  K Ma, H Fu, T Liu, Z Wang, D Tao
2016   A Deep Comparative Study between Different Neural Networks Classifiers  A Kumari, A Sharma
2016   Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks  D Lévy, A Jain
2016   Enlightening Deep Neural Networks with Knowledge of Confounding Factors  Y Zhong, G Ettinger
2016   Bacterial Colony Counting with Convolutional Neural Networks in Digital Microbiology Imaging  A Ferrari, S Lombardi, A Signoroni
2016   Video Super-Resolution with Convolutional Neural Networks  A Kappeler, S Yoo, Q Dai, AK Katsaggelos
2016   Neural networks on the go [news]  K Bourzac
2016   Blind Super-Resolution with Deep Convolutional Neural Networks  C Peyrard, M Baccouche, C Garcia
2016   Deep Convolutional Neural Networks for Classifying Body Constitution  H Li, B Xu, N Wang, J Liu
2016   Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes  C Kroll, F Milletari, N Navab, SA Ahmadi
2016   Integration of Unsupervised and Supervised Criteria for Deep Neural Networks Training  F Zamora
2016   Deep Neural Networks for YouTube Recommendations  P Covington, J Adams, E Sargin
2016   Revisiting Deep Convolutional Neural Networks for RGB-D Based Object Recognition  L Madai
2016   Classification in Bone Scintigraphy Images Using Convolutional Neural Networks  J Dang
2016   Artificial Neural Networks and Machine Learning–ICANN 2016: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, …  AEP Villa, P Masulli, AJP Rivero
2016   The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks  T Hinz, P Barros, S Wermter
2016   Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection  N Takahashi, M Gygli, B Pfister, L Van Gool
2016   Refining Architectures of Deep Convolutional Neural Networks  S Shankar, D Robertson, Y Ioannou, A Criminisi
2016   Human activity recognition with smartphone sensors using deep learning neural networks  CA Ronao, SB Cho
2016   Image Caption Generator Based On Deep Neural Networks  J Chen, W Dong, M Li
2016   Predicting the Lineage Choice of Hematopoietic Stem Cells: A Novel Approach Using Deep Neural Networks  M Kroiss
2016   Structured Prediction of 3D Human Pose with Deep Neural Networks  B Tekin, I Katircioglu, M Salzmann, V Lepetit, P Fua
2016   Deep Neural Networks For Automatic Detection Of Screams And Shouted Speech In Subway Trains  P Laffitte, D Sodoyer, C Tatkeu, L Girin
2016   Uniforming the dimensionality of data with neural networks for materials informatics  H Ohno
2016   Interpretable Deep Neural Networks for Single-Trial EEG Classification  I Sturm, S Bach, W Samek, KR Müller
2016   Parameterized neural networks for high-energy physics  P Baldi, K Cranmer, T Faucett, P Sadowski, D Whiteson
2016   The Precise Vehicle Retrieval in Traffic Surveillance with Deep Convolutional Neural Networks  B Su, J Shao, J Zhou, X Zhang, L Mei, C Hu
2016   Deep Neural Networks and How They Apply to Sequential Education Data  S Tang, JC Peterson, ZA Pardos
2016   Growing Random Forest on Deep Convolutional Neural Networks for Scene Categorization  S Bai
2016   Deep Neural Networks for Fast Segmentation of 3D Medical Images  K Fritscher, P Raudaschl, P Zaffino, MF Spadea
2016   Design Index for Deep Neural Networks  P Date, JA Hendler, CD Carothers
2016   Dialysis patients' hospital readmission prediction using artificial neural networks  G Hatem
2016   Convolutional Neural Networks for Hyperspectral Image Classification  S Yu, S Jia, C Xu
2016   Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks  J Hannink, T Kautz, CF Pasluosta, J Klucken
2016   Parallelizing Convolutional Neural Networks for Action Event Recognition in Surveillance Videos  Q Wang, J Zhao, D Gong, Y Shen, M Li, Y Lei
2016   Online vehicle detection using deep neural networks and lidar based preselected image patches  S Lange, F Ulbrich, D Goehring
2016   Monocular 3D shape reconstruction using deep neural networks  Q Rao, L Krüger, K Dietmayer
2016   Space Object classification using deep Convolutional Neural Networks  R Linares, R Furfaro
2016   Event nugget detection with forward-backward recurrent neural networks  R Ghaeini, XZ Fern, L Huang, P Tadepalli
2016   Improving Speech Recognition Using Limited Accent Diverse British English Training Data With Deep Neural Networks  M Najafian, S Safavi, JHL Hansen, M Russell
2016   Image super-resolution based on convolution neural networks using multi-channel input  GY Youm, SH Bae, M Kim
2016   Compression Artifacts Removal Using Convolutional Neural Networks  P Svoboda, M Hradis, D Barina, P Zemcik
2016   A Regression Approach to Single-Channel Speech Separation Via High-Resolution Deep Neural Networks  J Du, Y Tu, LR Dai, CH Lee
2016   Neural Networks for Modeling and Control of Particle Accelerators  AL Edelen, SG Biedron, BE Chase, D Edstrom
2016   Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks  T de Bruin, K Verbert, R BabuŠka
2016   Optimizing convolutional neural networks on embedded platforms with OpenCL  A Lokhmotov, G Fursin
2016   Suggesting Moving Positions in Go-Game with Convolutional Neural Networks Trained Data  HH Duc, L Jihoon, J Keechul
2016   Prediction of Facial Key points in Images Using Neural Networks  M Bhelande, A Krishnan, A Bharadwaj, N Palecha
2016   Photograph aesthetical evaluation and classification with Deep Convolutional Neural Networks  Y Tan, P Tang, Y Zhou, W Luo, Y Kang, G Li
2016   Recurrent Neural Networks for Customer Purchase Prediction on Twitter  M Korpusik, S Sakaki, FCYY Chen
2016   Fine-tuning deep convolutional neural networks for distinguishing illustrations from photographs  G Gando, T Yamada, H Sato, S Oyama, M Kurihara
2016   Training Deep Spiking Neural Networks using Backpropagation  JH Lee, T Delbruck, M Pfeiffer
2016   Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks  AR Ismail, AZ Abdullah
2016   Neural networks based EEG-Speech Models  P Sun, J Qin
2016   Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks  M Volpi, D Tuia
2016   Image classification based on convolutional neural networks with cross-level strategy  Y Liu, B Yin, J Yu, Z Wang
2016   RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks  P Doetsch, A Zeyer, P Voigtlaender, I Kulikov
2016   Jet Flavor Classification in High-Energy Physics with Deep Neural Networks  D Guest, J Collado, P Baldi, SC Hsu, G Urban
2016   Fully Convolutional Neural Networks For Remote Sensing Image Classification  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   Negation Scope Detection with Recurrent Neural Networks Models in Review Texts  L Lazib, Y Zhao, B Qin, T Liu
2016   Deep neural networks: the only show in town? A position paper for the workshop on Can Deep Neural Networks (DNNs) provide the basis for Artificial General …  LS Smith
2016   DeLight: Adding Energy Dimension To Deep Neural Networks  BD Rouhani, A Mirhoseini, F Koushanfar
2016   Paralinguistic Speech Recognition: Classifying Emotion in Speech with Deep Learning Neural Networks  ER Segal
2016   Domain Wall Memory based Convolutional Neural Networks for Bit-width Extendability and Energy-Efficiency  J Chung, J Park, S Ghosh
2016   Architecture of Emotion in Robots Using Convolutional Neural Networks  M Ghayoumi, AK Bansal
2016   Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks  J Kabbara, JCK Cheung
2016   SPIDER2: A Package to Predict Secondary Structure, Accessible Surface Area, and Main-Chain Torsional Angles by Deep Neural Networks  Y Yang, R Heffernan, K Paliwal, J Lyons, A Dehzangi
2016   Deep Neural Networks with Massive Learned Knowledge  Z Hu, Z Yang, R Salakhutdinov, EP Xing
2016   A review on Speech and image classification applications using deep neural networks  EMK Dhaliwal, EA Singla
2016   Predicting the errors of predicted local backbone angles and nonlocal solvent-accessibilities of proteins by deep neural networks  J Gao, Y Yang, Y Zhou
2016   Representing 3D Shapes based on Implicit Surface Functions Learned From RBF Neural Networks  G Lu, L Ren, A Kolagunda, X Wang, IB Turkbey
2016   Digital mammographic tumor classification using transfer learning from deep convolutional neural networks  BQ Huynh, H Li, ML Giger
2016   Context-aware Deep Convolutional Neural Networks for Industrial Inspection  D Weimer, AY Benggolo, M Freitag
2016   Dcase 2016 Acoustic Scene Classification Using Convolutional Neural Networks  M Valenti, A Diment, G Parascandolo, S Squartini
2016   Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks  M Engelcke, D Rao, DZ Wang, CH Tong, I Posner
2016   Facial Performance Capture with Deep Neural Networks  S Laine, T Karras, T Aila, A Herva, J Lehtinen
2016   Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   Robot grasp detection using multimodal deep convolutional neural networks  Z Wang, Z Li, B Wang, H Liu
2016   How Neural Networks (NN) Can (Hopefully) Learn Faster by Taking Into Account Known Constraints  C Baral, M Ceberio, V Kreinovich
2016   Learning Structured Output Dependencies Using Deep Neural Networks  S Belharbi, L EU, C Chatelain, R Hérault, S Adam
2016   Research of The Deeper Neural Networks  YR Xiao, QX Wu, SQ Li, J Ou
2016   Radyo Sinyallerinin Derin Öğrenme Sinir Ağları ile Tanınması Recognition of Radio Signals with Deep Learning Neural Networks  G Işık, H Artuner
2016   Improved Aircraft Recognition for Aerial Refueling Through Data Augmentation in Convolutional Neural Networks  R Mash, B Borghetti, J Pecarina
2016   Animal Identification in Low Quality Camera-Trap Images Using Very Deep Convolutional Neural Networks and Confidence Thresholds  A Gomez, G Diez, A Salazar, A Diaz
2016   Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks  Y Fu, J Fang, B Quachtran, N Chachkhiani, F Scalzo
2016   Convolutional Neural Networks Applied for Parkinson's Disease Identification  CR Pereira, DR Pereira, JP Papa, GH Rosa, XS Yang
2016   Convolutional Neural Networks for Pose Recognition in Binary Omni-directional Images  SV Georgakopoulos, K Kottari, K Delibasis
2016   Training Maxout Neural Networks for Speech Recognition Tasks  A Prudnikov, M Korenevsky
2016   Measuring Customer Behavior with Deep Convolutional Neural Networks  V Albu
2016   Efficient forward propagation of time-sequences in convolutional neural networks using Deep Shifting  K Groenland, S Bohte
2016   Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images  D Maji, A Santara, P Mitra, D Sheet
2016   Multi-task deep convolutional neural networks for efficient and robust traffic lane detection  X Mei, DV Prokhorov, J Li, D Tao
2016   Sparseness Analysis in the Pretraining of Deep Neural Networks  J Li, T Zhang, W Luo, J Yang, XT Yuan, J Zhang
2016   22. Deep Learning and Neural Networks used for Chinese Handwritten Optical Character Recognition  R McCaughey
2016   Jet Substructure Classification in High-Energy Physics with Deep Neural Networks  P Baldi, K Bauer, C Eng, P Sadowski, D Whiteson
2016   deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks  B Lee, J Baek, S Park, S Yoon
2016   Sign classification in sign language Corpora with deep neural networks  L Pigou, M Van Herreweghe, J Dambre
2016   Simplifying deep neural networks for neuromorphic architectures  J Chung, T Shin
2016   1978. The contact mode of a joint interface based on improved deep neural networks and its application in vibration analysis.  Y Tian, Z Liu, L Cai, G Pan
2016   Dynamic energy-accuracy trade-off using stochastic computing in deep neural networks  K Kim, J Kim, J Yu, J Seo, J Lee, K Choi
2016   A New Approach to Reservoir Characterization Using Deep Learning Neural Networks  M Korjani, A Popa, E Grijalva, S Cassidy, I Ershaghi
2016   Predicting bubble size and bubble rate data in water and in froth flotation-like slurry from computational fluid dynamics (CFD) by applying deep neural networks (DNN)  G Montes
2016   Multi-crop Convolutional Neural Networks for Lung Nodule Malignancy Suspiciousness Classification  W Shen, M Zhou, F Yang, D Yu, D Dong, C Yang
2016   DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies  AG Anderson, CP Berg, DP Mossing, BA Olshausen
2016   Large-Scale Item Categorization in e-Commerce Using Multiple Recurrent Neural Networks  JW Ha, H Pyo, J Kim
2016   Learning-based power prediction for data centre operations via deep neural networks  Y Li, H Hu, Y Wen, J Zhang
2016   Incorporating Image Priors with Deep Convolutional Neural Networks for Image Super-Resolution  Y Liang, J Wang, S Zhou, Y Gong, N Zheng
2016   Deep Neural Networks for Wireless Localization in Indoor and Outdoor Environments  W Zhang, K Liu, W Zhang, Y Zhang, J Gu
2016   Cell Tracking Using Deep Neural Networks with Multi-task Learning  T He, H Mao, J Guo, Z Yi
2016   Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks  J Park, RJ Javier, T Moon, Y Kim
2016   A novel companion objective function for regularization of deepconvolutional neural networks  W Sun, F Su
2016   Smile detection in the wild with deep convolutional neural networks  J Chen, Q Ou, Z Chi, H Fu
2016   Filter Specificity As Training Criterion For Neural Networks  RB Towal
2016   A Novel Method for Scene Classification Feeding Mid-Level Image Patch to Convolutional Neural Networks  F Yang, J Yang, Y Wang, G Zhang
2016   Video-based convolutional neural networks for activity recognition from robot-centric videos  MS Ryoo, L Matthies
2016   Regional Gating Neural Networks for Multi-label Image Classification  RW Zhao, J Li, Y Chen, JM Liu, YG Jiang, X Xue
2016   Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics  JA Quinn, R Nakasi, PKB Mugagga, P Byanyima
2016   Distributed B-SDLM: Accelerating the Training Convergence of Deep Neural Networks Through Parallelism  SS Liew, M Khalil
2016   Deep Artificial Neural Networks and Neuromorphic Chips for Big Data Analysis: Pharmaceutical and Bioinformatics Applications  LA Pastur
2016   ECG assessment based on neural networks with pretraining  VJR Ripoll, A Wojdel, E Romero, P Ramos, J Brugada
2016   Multimodal and Crossmodal Representation Learning from Textual and Visual Features with Bidirectional Deep Neural Networks for Video Hyperlinking  V Vukotic, C Raymond, G Gravier
2016   Radio Frequency Interference mitigation using deep convolutional neural networks  J Akeret, C Chang, A Lucchi, A Refregier
2015   Predicting Stock Markets with Neural Networks  T Aamodt
2015   Longitudinal Multiple Sclerosis Lesion Segmentation Using 3D Convolutional Neural Networks  S Vaidya, A Chunduru, R Muthuganapathy
2015   Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves  T Domhan, JT Springenberg, F Hutter
2015   Multi-modal Dimensional Emotion Recognition using Recurrent Neural Networks  S Chen, Q Jin
2015   Designing Deep Learning Neural Networks using Caffe  A Kishore, S Jindal, S Singh
2015   Strategies for Conceptual Change in Convolutional Neural Networks  M Grachten, CEC Chacón
2015   Convolutional Neural Networks for Multimedia Sentiment Analysis  G Cai, B Xia
2015   Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks  S Zhang, H Jiang
2015   Deep Neural Networks for Sketch Recognition  Y Yang, TM Hospedales
2015   DeepID3: Face Recognition with Very Deep Neural Networks  Y Sun, D Liang, X Wang, X Tang
2015   Convolutional Neural Networks for Direct Text Deblurring  M Hradiš, J Kotera, P Zemcík, F Šroubek
2015   Automatic Detection of Multiple Organs Using Convolutional Neural Networks  E Cole, S Hussein
2015   Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks  A Jansen, G Sell, V Lyzinski
2015   Cattle Race Classification Using Gray Level Co-occurrence Matrix Convolutional Neural Networks  MM Santoni, DI Sensuse, AM Arymurthy, MI Fanany
2015   Siamese Neural Networks for One-Shot Image Recognition  G Koch
2015   segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection  Y Zhu, R Urtasun, R Salakhutdinov, S Fidler
2015   Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation  PS Huang, M Kim, M Hasegawa
2015   APAC: Augmented PAttern Classification with Neural Networks  I Sato, H Nishimura, K Yokoi
2015   Brain Tumor Segmentation with Deep Neural Networks  M Havaei, A Davy, D Warde
2015   Classification of Spatial Audio Location and Content Using Convolutional Neural Networks  T Hirvonen
2015   Deep convolutional neural networks for ATR from SAR imagery  DAE Morgan
2015   Computational Mammography using Deep Neural Networks  A Dubrovina, P Kisilev, B Ginsburg, S Hashoul
2015   Fast Learning in Deep Neural Networks  B Chandra, RK Sharma
2015   Learning Morphological Transformations with Recurrent Neural Networks  S Biswas, T Breuel
2015   Neural Networks for Sequential Data: a Pre-training Approach based on Hidden Markov Models  L Pasa, A Testolin, A Sperduti
2015   When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition  G Hu, Y Yang, D Yi, J Kittler, W Christmas, SZ Li
2015   Differential Encoding In Neural Networks  VSR Annapureddy, DJ Julian, RB Towal, Y Liu
2015   Batch Normalized Recurrent Neural Networks  C Laurent, G Pereyra, P Brakel, Y Zhang, Y Bengio
2015   Neural networks in the future of neuroscience research  M Rubinov
2015   Deep Learning for Computer Vision: A comparison between Convolutional Neural Networks and Hierarchical Temporal Memories on object recognition tasks  D Maltoni, II Session
2015   Application of Quantum Annealing to Training of Deep Neural Networks  SH Adachi, MP Henderson
2015   Deep Belief Neural Networks and Bidirectional Long-Short Term Memory Hybrid for Speech Recognition  Ł BROCKI, K MARASEK
2015   Assessing the Degree of Nativeness and Parkinson's Condition Using Gaussian Processes and Deep Rectifier Neural Networks  T Grósz, R Busa
2015   Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses  C Baldassi, A Ingrosso, C Lucibello, L Saglietti
2015   Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks  YG Jiang, Z Wu, J Wang, X Xue, SF Chang
2015   Sequence transcription with deep neural networks  J Ibarz, Y Bulatov, I Goodfellow
2015   Spike Event Based Learning in Neural Networks  JA Henderson, TTA Gibson, J Wiles
2015   Speaker-dependent multipitch tracking using deep neural networks  Y Liu, DL Wang
2015   Deep Neural Networks with Multi-state Activation Functions  C Cai, Y Xu, D Ke, K Su
2015   Polyphonic Sound Event Detection Using Multi Label Deep Neural Networks  E Cakir, T Heittola, H Huttunen, T Virtanen
2015   Steps Toward Deep Kernel Methods from Infinite Neural Networks  T Hazan, T Jaakkola
2015   Massively Deep Artificial Neural Networks for Handwritten Digit Recognition  K O'Shea
2015   Sketch-based 3D Shape Retrieval using Convolutional Neural Networks  F Wang, L Kang, Y Li
2015   Simultaneous Feature Learning and Hash Coding with Deep Neural Networks  H Lai, Y Pan, Y Liu, S Yan
2015   Learning to Compare Image Patches via Convolutional Neural Networks  S Zagoruyko, N Komodakis
2015   Facial Expression Recognition Using Kinect Depth Sensor and Convolutional Neural Networks  EP Ijjina, CK Mohan
2015   Multi-view Face Detection Using Deep Convolutional Neural Networks  SS Farfade, M Saberian, LJ Li
2015   Deep Neural Networks for Anatomical Brain Segmentation  A de Brebisson, G Montana
2015   Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks  A Payan, G Montana
2015   Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks  EP Ijjina, CK Mohan
2015   Understanding Neural Networks Through Deep Visualization  J Yosinski, J Clune, A Nguyen, T Fuchs, H Lipson
2015   Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering  X Zhou, B Hu, Q Chen, B Tang, X Wang
2015   Realization problem of multi-layer cellular neural networks  JC Ban, CH Chang
2015   Multi-scale Convolutional Neural Networks for Lung Nodule Classification  W Shen, M Zhou, F Yang, C Yang, J Tian
2015   Deep Neural Networks の力学的解析  本武陽一, 池上高志
2015   Implementing Deep Neural Networks with Non Volatile Memories  O Bichler
2015   An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation  M Lyksborg, O Puonti, M Agn, R Larsen
2015   Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference  Y Gal, Z Ghahramani
2015   Learning both Weights and Connections for Efficient Neural Networks  S Han, J Pool, J Tran, WJ Dally
2015   Path-SGD: Path-Normalized Optimization in Deep Neural Networks  B Neyshabur, R Salakhutdinov, N Srebro
2015   Pedestrian Detection Using Convolutional Neural Networks  D Molin
2015   Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses  D Higgins, L Chen, M Heilman, K Zechner, N Madnani
2015   Multi-task Learning of Deep Neural Networks for Low-resource Speech Recognition  D Chen, B Mak
2015   Deep Neural Networks for Above-Ground Detection in Very High Spatial Resolution Digital Elevation Models  D Marmanis, F Adam, M Datcu, T Esch, U Stilla
2015   Image Classification Using Convolutional Neural Networks With Multi-stage Feature  J Yim, J Ju, H Jung, J Kim
2015   Multi-Layer and Recursive Neural Networks for Metagenomic Classification  G Ditzler, R Polikar, G Rosen
2015   Deep Convolutional Neural Networks for Smile Recognition  PO Glauner
2015   Method And System For Anatomical Object Detection Using Marginal Space Deep Neural Networks  B Georgescu, Y Zheng, H Nguyen, VK Singh
2015   Convolutional deep-learning artificial neural networks  VP Lutsiv
2015   Recent Advances of Neural Networks Models and Applications: An Introduction  A Esposito, S Bassis, FC Morabito
2015   Deep Neural Networks for Wind Energy Prediction  D Díaz, A Torres, JR Dorronsoro
2015   Initialization Strategies of Spatio-Temporal Convolutional Neural Networks  E Mansimov, N Srivastava, R Salakhutdinov
2015   MultiLayer Neural Networks  X Wang
2015   From Neural Networks To Deep Neural Networks  T Nikoskinen
2015   Assisting the training of deep neural networks with applications to computer vision  A Romero
2015   Detecting Interrogative Utterances with Recurrent Neural Networks  J Chung, J Devlin, HH Awadalla
2015   BinaryConnect: Training Deep Neural Networks with binary weights during propagations  M Courbariaux, Y Bengio, JP David
2015   Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation  HR Roth, L Lu, J Liu, J Yao, A Seff, C Kevin, L Kim
2015   Gearbox Fault Identification and Classification with Convolutional Neural Networks  ZQ Chen, C Li, RV Sanchez
2015   Investigating Critical Frequency Bands and Channels for EEG-based Emotion Recognition with Deep Neural Networks  WL Zheng, BL Lu
2015   Natural neural networks  G Desjardins, K Simonyan, R Pascanu, K Kavukcuoglu
2015   The Application of Convolution Neural Networks in Handwritten Numeral Recognition  X Han, Y Li
2015   Supervised Learning of Semantics-Preserving Hashing via Deep Neural Networks for Large-Scale Image Search  HF Yang, K Lin, CS Chen
2015   A new deep neural network based on a stack of single-hidden-layer feedforward neural networks with randomly fixed hidden neurons  J Hu, J Zhang, C Zhang, J Wang
2015   The Kinetic Energy of Hydrocarbons as a Function of Electron Density and Convolutional Neural Networks  K Yao, J Parkhill
2015   Parallel Dither and Dropout for Regularising Deep Neural Networks  AJR Simpson
2015   Using Language Adaptive Deep Neural Networks for Improved Multilingual Speech Recognition  M Müller, A Waibel
2015   Action Recognition From Depth Maps Using Deep Convolutional Neural Networks  P Wang, W Li, Z Gao, J Zhang, C Tang, PO Ogunbona
2015   Learning Statistical Scripts with LSTM Recurrent Neural Networks  K Pichotta, RJ Mooney
2015   Vehicle Color Recognition in The Surveillance with Deep Convolutional Neural Networks  B Su, J Shao, J Zhou, X Zhang, L Mei
2015   A method for medulloblastoma tumor differentiation based on convolutional neural networks and transfer learning  A Cruz
2015   Supervised Speech Separation Using Deep Neural Networks  Y Wang
2015   Voice Conversion Using Deep Bidirectional Long Short-Term Memory Based Recurrent Neural Networks  L Sun, S Kang, K Li, H Meng
2015   Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking  TH Wen, M Gašic, D Kim, N Mrkšic, PH Su, D Vandyke
2015   Weight Uncertainty in Neural Networks  C Blundell, J Cornebise, K Kavukcuoglu, D Wierstra
2015   A fast and efficient pre-training method based on layer-by-layer maximum discrimination for deep neural networks  SZ Seyyedsalehi, SA Seyyedsalehi
2015   DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition  W Yang, L Jin, D Tao, Z Xie, Z Feng
2015   Reducing weight precision of convolutional neural networks towards large-scale on-chip image recognition  Z Ji, I Ovsiannikov, Y Wang, L Shi, Q Zhang
2015   Deep convolutional neural networks for classifying GPR B-scans  LE Besaw, PJ Stimac
2015   Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?  P Khorrami, TL Paine, TS Huang
2015   Convolutional Neural Networks for Correcting English Article Errors  Y Zhao, X Wang
2015   Neural Networks with Few Multiplications  Z Lin, M Courbariaux, R Memisevic, Y Bengio
2015   Deep convolutional neural networks for pedestrian detection  D Tomè, F Monti, L Baroffio, L Bondi, M Tagliasacchi
2015   Deep Neural Networks For Audio Scene Recognition  Y Petetin, C Laroche, A Mayoue
2015   A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks  QV Le
2015   Pedestrian detection in thermal images using adaptive fuzzy C-means clustering and convolutional neural networks  V John, S Mita, Z Liu, B Qi
2015   On Speaker Adaptation of Long Short-Term Memory Recurrent Neural Networks  Y Miao, F Metze
2015   Fine-Tuning Convolutional Neural Networks Using Harmony Search  G Rosa, J Papa, A Marana, W Scheirer, D Cox
2015   On End-to-End Program Generation from User Intention by Deep Neural Networks  L Mou, R Men, G Li, L Zhang, Z Jin
2015   Driving posture recognition by convolutional neural networks  C Yan, F Coenen, B Zhang
2015   Soccer Jersey Number Recognition Using Convolutional Neural Networks  S Gerke, K Muller, R Schafer
2015   Investigations On Sequence Training Of Neural Networks  S Wiesler, P Golik, R Schlüter, H Ney
2015   Cross-Layer Features In Convolutional Neural Networks For Generic Classification Tasks  KC Peng, T Chen
2015   Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery  F Hu, GS Xia, J Hu, L Zhang
2015   Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks  A Dosovitskiy, P Fischer, J Springenberg, M Riedmiller
2015   Age and Gender Classification using Convolutional Neural Networks  G Levi, T Hassner
2015   Fast crowd density estimation with convolutional neural networks  M Fu, P Xu, X Li, Q Liu, M Ye, C Zhu
2015   Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?  R Giryes, G Sapiro, AM Bronstein
2015   Emotional Affect Estimation Using Video and EEG Data in Deep Neural Networks  A Frydenlund, F Rudzicz
2015   Spectral Mask Estimation Using Deep Neural Networks For Inter-Sensor Data Ratio Model Based Robust Doa Estimation  WQ Zheng, YX Zou, C Ritz
2015   Neural NILM: Deep Neural Networks Applied to Energy Disaggregation  J Kelly, W Knottenbelt
2015   Data-free parameter pruning for Deep Neural Networks  S Srinivas, RV Babu
2015   Reverberant speech recognition combining deep neural networks and deep autoencoders augmented with a phone-class feature  M Mimura, S Sakai, T Kawahara
2015   Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences  P Wang, W Li, Z Gao, J Zhang, C Tang, P Ogunbona
2015   Phonological Vocoding Using Artificial Neural Networks  M Cernak, B Potard, PN Garner
2015   Qualitative Projection Using Deep Neural Networks  AJR Simpson
2015   Interlinked Convolutional Neural Networks for Face Parsing  Y Zhou, X Hu, B Zhang
2015   Aerial Scene Classification with Convolutional Neural Networks  S Jia, H Liu, F Sun
2015   Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks  J Li, A Ritter, D Jurafsky
2015   SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks  A Gangopadhyay, SM Tripathi, I Jindal, S Raman
2015   Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets  J Liu, K Zhao, B Kusy, J Wen, R Jurdak
2015   Scalable Bayesian Optimization Using Deep Neural Networks  J Snoek, O Rippel, K Swersky, R Kiros, N Satish
2015   Sparse Neural Networks  M Thom
2015   STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks  D Fan, Y Shim, A Raghunathan, K Roy
2015   Spectral classification using convolutional neural networks  P Hála
2015   Achieving Consistent Near-Optimal Pattern Recognition Accuracy Using Particle Swarm Optimization to Pre-Train Artificial Neural Networks  DO Nikelshpur
2015   CS231N Course Project Report Classifying Shadowgraph Images of Planktons Using Convolutional Neural Networks  S Soh
2015   Monza: Image Classification of Vehicle Make and Model Using Convolutional Neural Networks and Transfer Learning  D Liu, Y Wang
2015   Using Neural Networks for Data-Driven Backchannel Prediction: A Survey on Input Features and Training Techniques  M Mueller, D Leuschner, L Briem, M Schmidt, K Kilgour
2015   Knowledge Transfer in Deep Block-Modular Neural Networks  AV Terekhov, G Montone, JK O'Regan
2015   Unsupervised Learning of Multiple Languages Using Recurrent Neural Networks  MP Nieto, M Berglund, T Raiko
2015   Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns  G Levi, T Hassner
2015   Recurrent Neural Networks for Emotion Recognition in Video  S Ebrahimi Kahou, V Michalski, K Konda, R Memisevic
2015   Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text  L Li, L Jin, D Huang
2015   Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification  F Wu, P Hu, D Kong
2015   Improving Performance of Convolutional Neural Networks by Separable Filters on GPU  HP Kang, CR Lee
2015   A Study of General Fine-Grained Classification with Deep Convolutional Neural Networks  TH Lee
2015   Land Use Classification in Remote Sensing Images by Convolutional Neural Networks  M Castelluccio, G Poggi, C Sansone, L Verdoliva
2015   Robust Voice Activity Detection with Deep Maxout Neural Networks  VS Mendelev, TN Prisyach, AA Prudnikov
2015   Notes on Neural Networks  PE Rauber
2015   Towards Distortion-Predictable Embedding of Neural Networks  A Angel
2015   Time-series modeling with undecimated fully convolutional neural networks  R Mittelman
2015   Multimodal Dimensional Affect Recognition Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks  E Pei, L Yang, D Jiang, H Sahli
2015   Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks  Z Wang, T Oates
2015   Convolutional Neural Networks for Clothes Categories  Z Li, Y Sun, F Wang, Q Liu
2015   Deep Convolutional Neural Networks for Hyperspectral Image Classification  W Hu, Y Huang, W Li, F Zhang, H Li
2015   Deep Convolutional Neural Networks for Object Extraction from High Spatial Resolution Remotely Sensed Imagery  Y Shu
2015   Noisy Training for Deep Neural Networks in Speech Recognition  S Yin, C Liu, Z Zhang, Y Lin, D Wang, J Tejedor, T Fang
2015   Neural Networks Based Methods for Voice Activity Detection in a Multi-room Domestic Environment  G Ferroni, R Bonfigli, E Principi, S Squartini, F Piazza
2015   Recent Advances in Convolutional Neural Networks  J Gu, Z Wang, J Kuen, L Ma, A Shahroudy, B Shuai
2015   Quantized Convolutional Neural Networks for Mobile Devices  J Wu, C Leng, Y Wang, Q Hu, J Cheng
2015   GraphConnect: A Regularization Framework for Neural Networks  J Huang, Q Qiu, R Calderbank, G Sapiro
2015   Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks  C Li, C Chen, D Carlson, L Carin
2015   Learning Deep Convolutional Neural Networks for Places2 Scene Recognition  L Shen, Z Lin, Q Huang
2015   Denoising AutoEncoder in Neural Networks with Modified Elliott Activation Function and Sparsity-Favoring Cost Function  H Burhani, W Feng, G Hu
2015   No-reference image quality assessment using Prewitt magnitude based on convolutional neural networks  J Li, L Zou, J Yan, D Deng, T Qu, G Xie
2015   Domain-Adversarial Training of Neural Networks  Y Gani, E Ustinova, H Ajakan, P Germain, H Larochelle
2015   Deep and Modular Neural Networks  K Chen
2015   Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks  LA Gatys, AS Ecker, M Bethge
2015   Learning Shape Priors For Object Segmentation Via Neural Networks  S Safar, MH Yang
2015   Finding Risk Groups by Optimizing Artificial Neural Networks on the Area under the Survival Curve Using Genetic Algorithms  J Kalderstam, P Edén, M Ohlsson
2015   Long Short-Term Memory Neural Networks for Chinese Word Segmentation  X Chen, X Qiu, C Zhu, P Liu, X Huang
2015   Aircraft Detection by Deep Convolutional Neural Networks  X Chen, S Xiang, CL Liu, CH Pan
2015   Study on Binary Multilayer Neural Networks with EBP Algorithm on Image Classification  Z Cheng, D Soudry, Z Mao, Z Lan
2015   Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
2015   Compact deep neural networks for device based image classification  Z Zheng, Z Li, A Nagar, K Park
2015   Ranking with Recursive Neural Networks and Its Application to Multi-document Summarization  Z Cao, F Wei, L Dong, S Li, M Zhou
2015   Neurons vs Weights Pruning in Artificial Neural Networks  A Bondarenko, A Borisov, L Alekseeva
2015   Multichannel audio source separation with deep neural networks  AA Nugraha, A Liutkus, E Vincent
2015   Teaching iCub to recognize objects using deep Convolutional Neural Networks  G Pasquale, C Ciliberto, F Odone, L Rosasco, L Natale
2015   Regularization Of Context-Dependent Deep Neural Networks With Context-Independent Multi-Task Training  P Bell, S Renals
2015   Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture  A Jain, A Singh, HS Koppula, S Soh, A Saxena
2015   Predicting and Understanding Urban Perception with Convolutional Neural Networks  L Porzi, S Rota Bulò, B Lepri, E Ricci
2015   Semi-and Weakly-Supervised Semantic Segmentation with Deep Convolutional Neural Networks  Y Wang, J Liu, Y Li, H Lu
2015   Hyperspectral Image Classification with Convolutional Neural Networks  V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke
2015   Insights into Audio-Based Multimedia Event Classification with Neural Networks  M Ravanelli, B Elizalde, J Bernd, G Friedland
2015   Wildfire Smoke Detection using Convolutional Neural Networks  SP Hohberg
2015   Deep Convolutional Neural Networks for Brain Computer Interface using Motor Imagery  I Walker, M Deisenroth, A Faisal
2015   Compression of Deep Neural Networks on the Fly  G Soulié, V Gripon, M Robert
2015   Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection  H Kataoka, K Iwata, Y Satoh
2015   Artificial Neural Networks for Engineering Students  M Burns
2015   Adaptive Cascade Deep Convolutional Neural Networks for Face Alignment  Y Dong, Y Wu
2015   Compressing Convolutional Neural Networks  W Chen, JT Wilson, S Tyree, KQ Weinberger, Y Chen
2015   Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting  A Kumar, P Xie, J Yin, EP Xing
2015   Fast Neural Networks with Circulant Projections  Y Cheng, FX Yu, RS Feris, S Kumar, A Choudhary
2015   Conditional Random Fields as Recurrent Neural Networks  S Zheng, S Jayasumana, B Romera
2015   Using Neural Networks for Image Classification  T Kang
2015   Spectral–spatial classification of hyperspectral images using deep convolutional neural networks  J Yue, W Zhao, S Mao, H Liu
2015   A Scale and Translation Invariant Approach for Early Classification of Spatio-Temporal Patterns Using Spiking Neural Networks  B Rekabdar, M Nicolescu, M Nicolescu, MT Saffar
2015   3D Object Understanding with 3D Convolutional Neural Networks  B Leng, Y Liu, K Yu, X Zhang, Z Xiong
2015   ShapeNet: Convolutional Neural Networks on Non-Euclidean Manifolds  J Masci, D Boscaini, MM Bronstein, P Vandergheynst
2015   Speech reconstruction from human auditory cortex with deep neural networks  M Yang, SA Sheth, CA Schevon, GMMK II
2015   Convolutional Neural Networks with Intra-layer Recurrent Connections for Scene Labeling  M Liang, X Hu, B Zhang
2015   " Oddball SGD": Novelty Driven Stochastic Gradient Descent for Training Deep Neural Networks  AJR Simpson
2015   Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks  Y Liao, S Kodagoda, Y Wang, L Shi, Y Liu
2015   Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification  E Ustinova, Y Ganin, V Lempitsky
2015   A Theoretically Grounded Application of Dropout in Recurrent Neural Networks  Y Gal
2015   DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks  B Lee, T Lee, B Na, S Yoon
2015   Maxout neurons for deep convolutional and LSTM neural networks in speech recognition  M Cai, J Liu
2015   Vehicle Logo Recognition System Based on Convolutional Neural Networks With a Pretraining Strategy  Y Huang, R Wu, Y Sun, W Wang, X Ding
2015   Constrained Convolutional Neural Networks for Weakly Supervised Segmentation  D Pathak, P Krähenbühl, T Darrell
2015   Spectral Representations for Convolutional Neural Networks  O Rippel, J Snoek, RP Adams
2015   A Scale Mixture Perspective of Multiplicative Noise in Neural Networks  E Nalisnick, A Anandkumar, P Smyth
2015   Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks  S Bengio, O Vinyals, N Jaitly, N Shazeer
2015   Emotion Recognition & Classification using Neural Networks  K Koupidis, A Ioannis
2015   Neural networks with dynamic structure using a GA-based learning method  E Fall, HH Chiang
2015   Median Filtering Forensics Based on Convolutional Neural Networks  J Chen, X Kang, Y Liu, ZJ Wang
2015   Sign Language Recognition using 3D convolutional neural networks  J Huang, W Zhou, H Li, W Li
2015   Learning Deep Trajectory Descriptor for action recognition in videos using deep neural networks  Y Shi, W Zeng, T Huang, Y Wang
2015   Patch-wise skin segmentation of human body parts via deep neural networks  T Xu, Z Zhang, Y Wang
2015   Learning from LDA using Deep Neural Networks  D Zhang, T Luo, D Wang, R Liu
2015   Interactive Control of Diverse Complex Characters with Neural Networks  I Mordatch, K Lowrey, G Andrew, Z Popovic, E Todorov
2015   On the use of Convolutional Neural Networks for Pedestrian Detection  SC Masip
2015   A CGRA-Based Approach for Accelerating Convolutional Neural Networks  M Tanomoto, S Takamaeda
2015   Quantum-Assisted Training Of Neural Networks  SH Adachi, DM Davenport, MP Henderson
2015   Temporal Convolutional Neural Networks for Diagnosis from Lab Tests  N Razavian, D Sontag
2015   Reducing Dimensionality of Data Using Neural Networks  AS Sisodiya
2015   Comparison of Training Methods for Deep Neural Networks  PO Glauner
2015   Classifying Relations by Ranking with Convolutional Neural Networks  CN Santos, B Xiang, B Zhou
2015   Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation  X Fan, K Zheng, Y Lin, S Wang
2015   Correlational Neural Networks  S Chandar, MM Khapra, H Larochelle, B Ravindran
2015   Cross-Level: A Practical Strategy for Convolutional Neural Networks Based Image Classification  Y Liu, B Yin, J Yu, ZF Wang
2015   Learning visual similarity for product design with convolutional neural networks  S Bell, K Bala
2015   Integrating Acoustic and State-Transition Models for Free Phone Recognition in L2 English Speech Using Multi-Distribution Deep Neural Networks  K Li, X Qian, S Kang, P Liu, H Meng
2015   The Impact of Imbalanced Training Data for Convolutional Neural Networks  D Masko, P Hensman
2015   Deep Convolutional Neural Networks for Multi-Modality Isointense Infant Brain Image Segmentation  W Zhang, R Li, H Deng, L Wang, W Lin, S Ji, D Shen
2015   Ensemble of Deep Neural Networks Using Acoustic Environment Classification for Statistical Model-Based Voice ActivityDetection  I Hwang, HM Park, JH Chang
2015   Improving deep neural networks classification by preprocessing images  H Erdmann, FT Ito, D Takabayashi, DN dos Santos
2015   Local Deep Neural Networks for gender recognition  J Mansanet, A Albiol, R Paredes
2015   DAG-Recurrent Neural Networks For Scene Labeling  B Shuai, Z Zuo, G Wang, B Wang
2015   A Multiobjective Sparse Feature Learning Model for Deep Neural Networks  M Gong, J Liu, H Li, Q Cai, L Su
2015   Natural scene recognition based on Convolutional Neural Networks and Deep Boltzmannn Machines  J Gao, J Yang, J Zhang, M Li
2015   Compressing Neural Networks with the Hashing Trick  W Chen, JT Wilson, S Tyree, KQ Weinberger, Y Chen
2015   Artificial Neural Networks and Deep Learning  J Baker
2015   Data driven articulatory synthesis with deep neural networks  S Aryal, R Gutierrez
2015   Deep learning for steganalysis via convolutional neural networks  Y Qian, J Dong, W Wang, T Tan
2015   Deep-Plant: Plant Identification with convolutional neural networks  SH Lee, CS Chan, P Wilkin, P Remagnino
2015   Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks  C Zhang, P Li, G Sun, Y Guan, B Xiao, J Cong
2015   A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks  A Ray, S Rajeswar, S Chaudhury
2015   Convolutional Neural Networks over Tree Structures for Programming Language Processing  L Mou, G Li, L Zhang, T Wang, Z Jin
2015   On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization  P Xie, Y Deng, E Xing
2015   Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation  H Zheng, Y Liu, M Ji, F Wu, L Fang
2015   Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks  W Li, F Jia, Q Hu
2015   Gradual DropIn of Layers to Train Very Deep Neural Networks  LN Smith, EM Hand, T Doster
2015   First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks  Q Gan, Q Guo, Z Zhang, K Cho
2015   Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks  P Bashivan, I Rish, M Yeasin, N Codella
2015   3D Convolutional Neural Networks for Landing Zone Detection from LiDAR  D Maturana, S Scherer
2015   Be at Odds? Deep and Hierarchical Neural Networks for Classification and Regression of Conflict in Speech  R Brueckner, B Schuller
2015   Sign language recognition using convolutional neural networks  L Pigou, S Dieleman, PJ Kindermans, B Schrauwen
2015   When Na\" ive Bayes Nearest Neighbours Meet Convolutional Neural Networks  I Kuzborskij, FM Carlucci, B Caputo
2015   ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks  C Sun, M Paluri, R Collobert, R Nevatia, L Bourdev
2015   Learning to Diagnose with LSTM Recurrent Neural Networks  ZC Lipton, DC Kale, C Elkan, R Wetzell
2015   Representational Distance Learning for Deep Neural Networks  P McClure, N Kriegeskorte
2015   Multi-view Convolutional Neural Networks for 3D Shape Recognition  H Su, S Maji, E Kalogerakis, E Learned
2015   Phase-Sensitive And Recognition-Boosted Speech Separation Using Deep Recurrent Neural Networks  H Erdogan, JR Hershey, S Watanabe, J Le Roux
2015   Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos  T Pfister, K Simonyan, J Charles, A Zisserman
2015   Domain adaption of vehicle detector based on convolutional neural networks  X Li, M Ye, M Fu, P Xu, T Li
2015   Expresso: A user-friendly GUI for designing, training and using Convolutional Neural Networks  JH Dholakiya, RK Sarvadevabhatla, RV Babu
2015   Multiple deep convolutional neural networks averaging for face alignment  S Zhang, H Yang, Z Yin
2015   Instant Learning: Parallel Deep Neural Networks and Convolutional Bootstrapping  AJR Simpson
2015   Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks  M Gong, J Zhao, J Liu, Q Miao, L Jiao
2015   Rotation-invariant convolutional neural networks for galaxy morphology prediction  S Dieleman, KW Willett, J Dambre
2015   Environmental sound classification with convolutional neural networks  KJ Piczak
2015   Going Deeper in Facial Expression Recognition using Deep Neural Networks  A Mollahosseini, D Chan, MH Mahoor
2015   Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks  N Papernot, P McDaniel, X Wu, S Jha, A Swami
2015   Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition  Z Deng, A Vahdat, H Hu, G Mori
2015   An analysis of deep neural networks for texture classification  LG Hafemann
2015   Deep Neural Networks for Acoustic Modeling  V from Embeds, G Hinton, L Deng, D Yu, G Dahl
2015   Texture Synthesis Using Convolutional Neural Networks  L Gatys, AS Ecker, M Bethge
2015   Shepard Convolutional Neural Networks  JSJ Ren, L Xu, Q Yan, W Sun
2015   Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks  Y Peng, H Jiang
2015   Transfer learning for short-term wind speed prediction with deep neural networks  Q Hu, R Zhang, Y Zhou
2015   Using Modern Neural Networks to Predict the Decisions of Supreme Court of the United States with State-of-the-Art Accuracy  RD Sharma, S Mittal, S Tripathi, S Acharya
2015   Investigation into the use of deep neural networks for LVCSR of Czech  L Mateju, P Cerva, J Zdansky
2015   On The Analysis Of Deep Convolutional Neural Networks Applied To Building Detection In Satellite Images  B KARAGÖZ
2015   Dither is Better than Dropout for Regularising Deep Neural Networks  AJR Simpson
2015   Sleep Stages Classification Using Neural Networks with Multi-channel Neural Data  Z Ge, Y Sun
2015   Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images  E Barrow, C Jayne, M Eastwood
2015   Vowel duration measurement using deep neural networks  Y Adi, J Keshet, M Goldrick
2015   Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks  Y Kim, T Moon
2015   Learning Structured Inference Neural Networks with Label Relations  H Hu, GT Zhou, Z Deng, Z Liao, G Mori
2015   Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition  L Liang, R Steve
2015   Sparse Coral Classification Using Deep Convolutional Neural Networks  M Elawady
2015   Modeling Time Series Data With Deep Fourier Neural Networks  MS Gashler, SC Ashmore
2015   Sound Retrieval From Vocal Imitation Queries Based On Deep Neural Networks  Y Zhang, Z Duan
2015   Reducing the Training Time of Neural Networks by Partitioning  CS Miranda, FJ Von Zuben
2015   Learning Semantic Representation with Neural Networks for Community Question Answering Retrieval  G Zhou, Y Zhou, T He, W Wu
2015   Deep Convolutional Neural Networks for efficient vision based tunnel inspection  K Makantasis, E Protopapadakis, A Doulamis
2015   Building superposition of deep learning neural networks for solving the problem of time series classification  MS Popova, V Strijov
2015   Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics  F Pouladi, H Salehinejad, AM Gilani
2015   Rounding Methods for Neural Networks with Low Resolution Synaptic Weights  LK Muller, G Indiveri
2015   Optimizing Neural Networks with Kronecker-factored Approximate Curvature  J Martens, R Grosse
2015   Novel Convolutional Neural Networks for Deep Learning and Its Applications to General Image Classification  PH Liu
2015   Bidirectional Recurrent Neural Networks as Generative Models-Reconstructing Gaps in Time Series  M Berglund, T Raiko, M Honkala, L Kärkkäinen
2015   Deep Recurrent Neural Networks for Acoustic Modelling  W Chan, I Lane
2015   From the neuron doctrine to neural networks  R Yuste
2015   Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream  U Güçlü, MAJ van Gerven
2015   Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions  J Ba, K Swersky, S Fidler, R Salakhutdinov
2015   Combining heterogeneous deep neural networks with conditional random fields for chinese dialogue act recognition  Y Zhou, Q Hu, J Liu, Y Jia
2015   Deep Convolutional Neural Networks On Multichannel Time Series For Human Activity Recognition  JB Yang, MN Nguyen, PP San, XL Li, S Krishnaswamy
2015   Implementation of Training Convolutional Neural Networks  T Liu, S Fang, Y Zhao, P Wang, J Zhang
2015   Dependency-Based Semantic Role Labeling using Convolutional Neural Networks  WR Foland Jr, JH Martin
2015   Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks  S Christodoulidis, M Anthimopoulos, S Mougiakakou
2015   Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks  M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth
2015   Three-Label Outdoor Scene Understanding Based on Convolutional Neural Networks  Y Wang, Q Chen
2015   Emphysema Classification Using Convolutional Neural Networks  X Pei
2015   Loop closure detection for visual SLAM systems using deep neural networks  X Gao, T Zhang
2015   Improving deep convultional neural networks with unsupervised feature learning  K Nguyen Thanh, CB Fookes, S Sridharan
2015   On Binary Classification with Single-Layer Convolutional Neural Networks  S Mehri
2015   Outdoor scene labeling using deep convolutional neural networks  W Jun, Z Chaolliang, L Shirong, W Jian
2015   Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks  Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang
2015   Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning  J Günther, PM Pilarski, G Helfrich, H Shen, K Diepold
2015   Feature Learning HyperNEAT: Evolving Neural Networks to Extract Features for Classification of Maritime Satellite Imagery  P Verbancsics, J Harguess
2015   Fast Algorithms for Convolutional Neural Networks  A Lavin
2015   Convolutional Neural Networks Features: Principal Pyramidal Convolution  Y Guo, S Lao, Y Liu, L Bai, S Liu, MS Lew
2015   Very Deep Multilingual Convolutional Neural Networks for LVCSR  T Sercu, C Puhrsch, B Kingsbury, Y LeCun
2015   Obstacle detection in single images with deep neural networks  B Jia, W Feng, M Zhu
2015   Deep Neural Networks Employing Multi-Task Learning And Stacked Bottleneck Features For Speech Synthesis  Z Wu, C Valentini
2015   Kinship Verification with Deep Convolutional Neural Networks  K Zhang12, Y Huang, C Song, H Wu, L Wang
2014   The Spatial Complexity of Inhomogeneous Multi-layer Neural Networks  JC Ban, CH Chang
2014   Kickback cuts Backprop's red-tape: Biologically plausible credit assignment in neural networks  D Balduzzi, H Vanchinathan, J Buhmann
2014   Multi-modal Sensor Registration for Vehicle Perception via Deep Neural Networks  M Giering, K Reddy, V Venugopalan
2014   Training Deep Neural Networks on Noisy Labels with Bootstrapping  S Reed, H Lee, D Anguelov, C Szegedy, D Erhan
2014   Learning Compact Convolutional Neural Networks with Nested Dropout  C Finn, LA Hendricks, T Darrell
2014   Learning Activation Functions to Improve Deep Neural Networks  F Agostinelli, M Hoffman, P Sadowski, P Baldi
2014   Generative Modeling of Convolutional Neural Networks  J Dai, YN Wu
2014   Learning linearly separable features for speech recognition using convolutional neural networks  D Palaz, MM Doss, R Collobert
2014   Voice Conversion Using Deep Neural Networks with Layer-Wise Generative Training  LH Chen, ZH Ling, LJ Liu, LR Dai
2014   Audio Concept Classification With Hierarchical Deep Neural Networks  M Ravanelli, B Elizalde, K Ni, G Friedland, FB Kessler
2014   Recognition Of Acoustic Events Using Deep Neural Networks  O Gencoglu, T Virtanen, H Huttunen
2014   Distributed Asynchronous Optimization of Convolutional Neural Networks  W Chan, I Lane, S Gradients, M Momentum, G Decay
2014   Handwritten Hangul recognition using deep convolutional neural networks  IJ Kim, X Xie
2014   Sequence to Sequence Learning with Neural Networks  I Sutskever, O Vinyals, QV Le
2014   DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection  W Ouyang, P Luo, X Zeng, S Qiu, Y Tian, H Li, S Yang
2014   Deep Dynamic Neural Networks for Gesture Segmentation and Recognition  D Wu, L Shao
2014   The normalized risk-averting error criterion for avoiding nonglobal local minima in training neural networks  JTH Lo, Y Gui, Y Peng
2014   Fully Convolutional Neural Networks for Crowd Segmentation  K Kang, X Wang
2014   Deep Neural Networks For Spoken Dialog Systems  C MAIN
2014   Non-linear neighborhood component analysis based on constructive neural networks  C Qin, S Song, G Huang
2014   Convolutional Neural Networks at Constrained Time Cost  K He, J Sun
2014   Multilabel Sound Event Classification with Neural Networks  E Cakir
2014   Training Generalized Feedforword Kernelized Neural Networks on Very Large Datasets for Regression Using Minimal-Enclosing-Ball Approximation  J Wang, Z Deng, S Wang, Q Gao
2014   Analysis of Multilayer Neural Networks for Object Recognition  P Agrawal
2014   Cross-Media Hashing with Neural Networks  Y Zhuang, Z Yu, W Wang, F Wu, S Tang, J Shao
2014   Random feedback weights support learning in deep neural networks  TP Lillicrap, D Cownden, DB Tweed, CJ Akerman
2014   DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks  T Chen, D Borth, T Darrell, SF Chang
2014   Speech separation based on improved deep neural networks with dual outputs of speech features for both target and interfering speakers  Y Tu, J Du, Y Xu, L Dai, CH Lee
2014   Parallel training of Deep Neural Networks with Natural Gradient and Parameter Averaging  D Povey, X Zhang, S Khudanpur
2014   Investigation of stochastic Hessian-Free optimization in Deep neural networks for speech recognition  Z You, B Xu
2014   TANDEM-bottleneck feature combination using hierarchical Deep Neural Networks  M Ravanelli, VH Do, A Janin
2014   Irrelevant Variability Normalization via Hierarchical Deep Neural Networks for Online Handwritten Chinese Character Recognition  J Du
2014   Localization of Visual Codes in the DCT Domain Using Deep Rectifier Neural Networks  P Bodnár, T Grósz, L Tóth, LG Nyúl
2014   Qr Code Localization Using Deep Neural Networks  T Grósz, P Bodnár, L Tóth, LG Nyúl
2014   Explain Images with Multimodal Recurrent Neural Networks  J Mao, W Xu, Y Yang, J Wang, AL Yuille
2014   On the Computational Efficiency of Training Neural Networks  R Livni, S Shalev
2014   Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks  Y Jiang, D Wang, R Liu, Z Feng
2014   Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding  G Mesnil, Y Dauphin, K Yao, Y Bengio, L Deng
2014   Estimating Tract Variables from Acoustics via Neural Networks  C Sabett
2014   Crypto-Nets: Neural Networks Over En-Crypted Data  P Xie, M Bilenko, T Finley, R Gilad
2014   Robotic Grasping System Using Convolutional Neural Networks  P Bezák, YR Nikitin, P Božek
2014   Artificial Neural Networks and Machine Learning--ICANN 2014: 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, …  S Wermter
2014   Weakly Supervised Object Segmentation with 004 dwaeConvolutional Neural Networks  PHO Pinheiro, R Collobert
2014   Deformable Part Models are Convolutional Neural Networks  R Girshick, F Iandola, T Darrell, J Malik
2014   Deep convolutional neural networks for large-scale speech tasks  TN Sainath, B Kingsbury, G Saon, H Soltau
2014   Improving Deep Neural Networks Using State Projection Vectors Of Subspace Gaussian Mixture Model As Features  M Karthick, S Umesh
2014   Learning to Generate Chairs with Convolutional Neural Networks  A Dosovitskiy, JT Springenberg, T Brox
2014   Visual Sentiment Prediction with Deep Convolutional Neural Networks  C Xu, S Cetintas, KC Lee, LJ Li
2014   Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition  Y Cao, Y Chen, D Khosla
2014   An Efficient Implementation of Deep Convolutional Neural Networks on a Mobile Coprocessor  J Jin, V Gokhale, A Dundar, B Krishnamurthy, B Martini
2014   Cross-Dialectal Voice Conversion with Neural Networks  GAO Weixun, CAO Qiying, Q Yao
2014   On Vectorization of Deep Convolutional Neural Networks for Vision Tasks  JSJ Ren, L Xu
2014   Pre-training of Recurrent Neural Networks via Linear Autoencoders  L Pasa, A Sperduti
2014   Move Evaluation In Go Using Deep Convolutional Neural Networks  CJ Maddison, A Huang, I Sutskever, D Silver
2014   Flattened Convolutional Neural Networks for Feedforward Acceleration  J Jin, A Dundar, E Culurciello
2014   Learning Block Group Sparse Representation Combined with Convolutional Neural Networks for RGB-D Object Recognition  S Tu, Y Xue, J Wang, X Huang, X Zhang
2014   DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection  W Ouyang, X Wang, X Zeng, S Qiu, P Luo, Y Tian, H Li
2014   Domain-Adversarial Neural Networks  H Ajakan, P Germain, H Larochelle, F Laviolette
2014   No-reference image quality assessment with shearlet transform and deep neural Networks  Y Li, LM Po, X Xu, L Feng, F Yuan, CH Cheung
2014   Translating Videos to Natural Language Using Deep Recurrent Neural Networks  S Venugopalan, H Xu, J Donahue, M Rohrbach
2014   Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification  H Li, R Zhao, X Wang
2014   Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling  J Chung, C Gulcehre, KH Cho, Y Bengio
2014   Feature Weight Tuning for Recursive Neural Networks  J Li
2014   Teaching Deep Convolutional Neural Networks to Play Go  C Clark, A Storkey
2014   Real-Time Grasp Detection Using Convolutional Neural Networks  J Redmon, A Angelova
2014   Deep Recursive Neural Networks for Compositionality in Language  O Irsoy, C Cardie
2014   Finding quasi core with simulated stacked neural networks  M Bhattacharyya, S Bandyopadhyay
2014   Deep Convolutional Neural Networks With An Application Towards Geospatial Object Recognition  E BATI
2014   Effective Use of Word Order for Text Categorization with Convolutional Neural Networks  R Johnson, T Zhang
2014   A Study of Designing Compact Classifiers using Deep Neural Networks for Online Handwritten Chinese Character Recognition  J Du, JS Hu, B Zhu, S Wei, LR Dai
2014   Conditional Computation in Deep and Recurrent Neural Networks  AS Davis
2014   Raw Speech Signal-based Continuous Speech Recognition using Convolutional Neural Networks  D Palaz, R Collobert
2014   Supplementary Material: On the Number of Linear Regions of Deep Neural Networks  G Montúfar, R Pascanu, K Cho, Y Bengio
2014   Part Detector Discovery in Deep Convolutional Neural Networks  M Simon, E Rodner, J Denzler
2014   High-Order Semi-RBMs and Deep Gated Neural Networks for Feature Interaction Identification and Non-Linear Semantic Indexing  R Min, B Bai
2014   Convolutional Neural Networks for Human Activity Recognition using Mobile Sensors  M Zeng, LT Nguyen, B Yu, OJ Mengshoel, J Zhu, P Wu
2014   Domain Adaptive Neural Networks for Object Recognition  M Ghifary, WB Kleijn, M Zhang
2014   Spatially-sparse convolutional neural networks  B Graham
2014   Neural Networks and Neuroscience-Inspired Computer Vision  DD Cox, T Dean
2014   Speech Separation of A Target Speaker Based on Deep Neural Networks  TY Du Jun, X Yong, LCH Dai Lirong
2014   Recurrent Neural Networks and Related Models  D Yu, L Deng
2014   Representation Sharing and Transfer in Deep Neural Networks  D Yu, L Deng
2014   Feature Representation Learning in Deep Neural Networks  D Yu, L Deng
2014   Brain CT Image Classification with Deep Neural Networks  C Da, H Zhang, Y Sang
2014   An Optimization of Deep Neural Networks in ASR using Singular Value Decomposition  I Tseyzer
2014   Deep Neural Networks  D Yu, L Deng
2014   Image Recognition Using Convolutional Neural Networks  DY Amit
2014   Reading Text in the Wild with Convolutional Neural Networks  M Jaderberg, K Simonyan, A Vedaldi, A Zisserman
2014   Provable Methods for Training Neural Networks with Sparse Connectivity  H Sedghi, A Anandkumar
2014   Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images  A Nguyen, J Yosinski, J Clune
2014   A Real-time Hand Posture Recognition System Using Deep Neural Networks  AO TANG, KE LU, Y WANG, JIE HUANG, H LI