Year  Title  Author 
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 Autocontext Convolutional Neural Networks for StandardDose PET Image Estimation from LowDose 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

Superpixelbased 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 fullfield 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

HardwareDriven 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 WellRegularized 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

Meanfield 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 visionbased datadriven 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 EndtoEnd 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 SpatioTemporal Denoising of ContrastEnhanced 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 BuiltUp Areas from Sentinel2 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

Deepcascade: Cascading 3D Deep Neural Networks for Fast Anomaly Detection and Localization in Crowded Scenes 
M Sabokrou, M Fayyaz, M Fathy, R Klette

2017

Precomputed 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

EndtoEnd Multimodal Emotion Recognition using Deep Neural Networks 
P Tzirakis, G Trigeorgis, MA Nicolaou, B Schuller

2017

Convolutional Recurrent Neural Networks for SmallFootprint 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 movementrelated 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 Multifusion Deep Neural Networks 
Z Gu, B Lang, T Yue, L Huang

2017

Blockdiagonal Hessianfree Optimization for Training Neural Networks 
H Zhang, C Xiong, J Bradbury, R Socher

2017

The application of series multipooling convolutional neural networks for medical image segmentation 
F Wang, S Huang, L Shi, W Fan

2017

Material structureproperty linkages using threedimensional convolutional neural networks 
A Cecen, H Dai, YC Yabansu, SR Kalidindi, L Song

2017

LongTerm Mobile Traffic Forecasting Using Deep SpatioTemporal 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

PCAInitialized Deep Neural Networks Applied To Document Image Analysis 
M Seuret, M Alberti, R Ingold, M Liwicki

2017

Abnormality Detection and Localization in Chest XRays 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

CrossLayer Design Exploration for EnergyQuality Tradeoffs in Spiking and NonSpiking 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 Eventdriven Architecture for Evaluating Spiking Neural Networks 
A Roy, S Venkataramani, N Gala, S Sen

2017

Monolithic 3D IC designs for lowpower deep neural networks targeting speech recognition 
K Chang, D Kadetotad, Y Cao, J Seo, SK Lim

2017

DPCN: 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 2DConvolutional Neural Networks 
V Desai, AE Flanders, P Lakhani

2017

Breast Cancer Diagnosis in DCEMRI using Mixture Ensemble of Convolutional Neural Networks 
R Rasti, M Teshnehlab, SL Phung

2017

An incremental noniterative learning method for onelayer feedforward neural networks 
O Fontenla

2017

Pretrained 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 diffusionweighted 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 FineTuned Convolutional Neural Networks for Medical Imaging 
N Tajbakhsh, JY Shin, SR Gurudu, RT Hurst

2017

Efficient False Positive Reduction in ComputerAided 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 LargeScale Datasets 
L Lu, Y Zheng, G Carneiro, L Yang

2017

Three Aspects on Using Convolutional Neural Networks for ComputerAided 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 optimizationbased automatic parameter selection for deep neural networks and its applications in largescale and highdimensional data 
F Ye

2017

Accelerating Convolutional Neural Networks Using FineTuned 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 CoarsetoFine Manner 
X Li, S Wang

2017

Classification of TimeSeries 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 Sentinel1 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 FineTuning of Deep Neural Networks 
D Yudin, B Zeno

2017

Synthesizing CT from Ultrashort EchoTime MR Images via Convolutional Neural Networks 
S Roy, JA Butman, DL Pham

2017

HighResolution 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 highfrequency 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 SemEval2017 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 Hypothesesoriented Deep Neural Networks 
MA Fang, S LV, K ZHENG, JIN Chi, C Fei, Y Ke

2017

Productionlevel 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 multiresolution 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 fullfield 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 EndtoEnd Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images 
S Pang, Z Yu, MA Orgun

2017

Stacked AutoEncoders 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 EnergyEfficient 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 cryoelectron microscopy 
R Li, D Si, T Zeng, S Ji, J He

2017

DeepLearning: Investigating feedforward deep Neural Networks for modeling high throughput chemical bioactivity data 
J Huan

2017

A Novel Twostage 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 layerbylayer 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 AllDay 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

Crosslanguage 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

EndtoEnd 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

EventRelated 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

DeepLearning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery 
E Guirado, S Tabik, D Alcaraz

2017

Localization of JPEG double compression through multidomain 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

Multitask Learning Of Deep Neural Networks For Audio Visual Automatic Speech Recognition 
A Thanda, SM Venkatesan

2017

Fully Convolutional Neural Networks with Fullscalefeatures 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 OnBody 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 autoregressive moving average models 
EM Smith, J Smith, P Legg, S Francis

2017

Generative Adversarial Neural Networks for Pigmented and NonPigmented 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

ContextAware 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 EncoderDecoder 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 RegionBased 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 DegreeofFreedom 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 TwoStream Convolutional Neural Networks for RGBT 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 energyefficient deep learning processor with heterogeneous multicore architecture for convolutional neural networks and recurrent neural networks 
D Shin, J Lee, J Lee, J Lee, HJ Yoo

2017

Transfer entropybased 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

Epitheliumstroma classification via convolutional neural networks and unsupervised domain adaptation in histopathological images 
Y Huang, HAN ZHENG, CHI LIU, X Ding, G Rohde

2017

MultiMode 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 DualStream 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 multilabel convolutional neural networks 
GEH Mamani, AAA Setio, B van Ginneken, C Jacobs

2017

Improving multilayer spiking neural networks by incorporating braininspired 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 pretraining for fully convolutional neural networks 
S Wiehman, S Kroon, H de Villiers

2017

SpatioTemporal Backpropagation for Training Highperformance 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 Autoassociative 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

PartofSpeech 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 stochasticcomputing accelerator for convolutional neural networks 
H Sim, D Nguyen, J Lee, K Choi

2017

Abstract TP48: Automated Deep Learningbased 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

Retraining 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 2D Representation of Vibration Signals as Input 
W Zhang, G Peng, C Li

2017

Modeling Affection Mechanisms using Deep and SelfOrganizing 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

CardiologistLevel Arrhythmia Detection with Convolutional Neural Networks 
P Rajpurkar, AY Hannun, M Haghpanahi, C Bourn

2017

Feature jointstate 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 Ksupport norm based adversarial training 
SW Akhtar, S Rehman, M Akhtar, MA Khan, F Riaz

2017

Pattern Recognition of Momentary Mental Workload Based on MultiChannel 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 SessionBased 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 LDAInitialized Deep Neural Networks 
M Alberti, M Seuret, V Pondenkandath, R Ingold

2017

Deep neural networks for texture classificationA theoretical analysis 
S Basu, S Mukhopadhyay, M Karki, R DiBiano

2017

Multipartite Pooling for Deep Convolutional Neural Networks 
A Shahriari, F Porikli

2017

FeatureGuided BlackBox Safety Testing of Deep Neural Networks 
M Wicker, X Huang, M Kwiatkowska

2017

Ligand Pose Optimization with Atomic GridBased 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 multiplanar deep convolutional neural networks 
PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou

2017

Automatic quality assessment of apical fourchamber 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 FaceBased 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 computingbased deep convolutional neural networks 
J Li, Z Yuan, Z Li, A Ren, C Ding, J Draper, S Nazarian

2017

CommunicationEfficient Stochastic Gradient Descent, with Applications to Neural Networks 
D Alistarh, D Grubic, J Li, R Tomioka, M Vojnovic

2017

Innerloop 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 CNNRNN processor for generalpurpose 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

ChainNN: An EnergyEfficient 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 DiffusionConvolutional 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 XRays 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

HighResolution Breast Cancer Screening with MultiView 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 multiview 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

Multitalker Speech Separation with Utterancelevel 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 CloverGrass 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

NextStep 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 SoftwareProgrammable FPGAs 
R Zhao, W Song, W Zhang, T Xing, JH Lin

2017

A 7.663TOPS 8.2W Energyefficient 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 OutofPlace 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 RobotAssisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection. 
D Sarikaya, J Corso, K Guru

2017

Using Deep Learning RealTime Object Detection Convolution Neural Networks for Fast Fruit Recognition in the Tree 
K Bresilla, L Manfrini, B Morandi, A Boini, G Perulli

2017

Clockless biologicallyplausible 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 Gradientbased Hyperparameter Optimization for Deep Neural Networks 
MS Jules

2017

SAR Target Recognition Using the Multiaspectaware 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 Pretrained 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

Multivelocity 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 EventDriven 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 TexttoImage Synthesis 
SE Reed

2017

Supervised Learning of SemanticsPreserving 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

Multiscale 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

Pretraining Neural Networks with Human Demonstrations for Deep Reinforcement Learning 
GV Cruz Jr, Y Du, ME Taylor

2017

LargeScale 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

Biologicallyinspired 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 LongShort 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: ChangeBased 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 Caputotype fractional order complexvalued 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 endtoend visual odometry with deep recurrent convolutional neural networks 
S Wang, R Clark, H Wen, N Trigoni

2017

A MultiResolution Approach for Spinal Metastasis Detection using Deep Siamese Neural Networks 
J Wang, Z Fang, N Lang, H Yuan, MY Su, P Baldi

2017

CenterShared Sliding Ensemble of Neural Networks for Syntax Analysis of Natural Language 
K Kim, Y Jin, SH Na, YK Kim

2017

Learning of Humanlike 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 Resourcelimited 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 LandCover Classification of HighResolution Imagery 
GJ Scott, MR England, WA Starms, RA Marcum

2017

Characterizing cartilage microarchitecture on phasecontrast xray 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 realtime 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 GradientBased 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 LearningSafetycritical 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 TransferLearning 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 EdgeConditioned Filters in Convolutional Neural Networks on Graphs 
M Simonovsky, N Komodakis

2017

Modeling surface appearance from a single photograph using selfaugmented 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 LocalizationSemantic 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 AgeRelated 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 Pretraining 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

Sequencespecific bias correction for RNAseq 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

Dermatologistlevel 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 3DEMA 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 largescale continuous gesture recognition 
X Chai, Z Liu, F Yin, Z Liu, X Chen

2017

Choroid Segmentation from Optical Coherence Tomography with GraphEdge Weights Learned from Deep Convolutional Neural Networks 
X Sui, S Zhang, B Wei, H Bi, J Wu, X Pan, Y Yin

2017

MultiValued Quantization Neural Networks toward Hardware Implementation 
Y Aratani, YY Jye, A Suzuki, D Shuto, T Morie

2017

Ensemble of Deep Neural Networks with ProbabilityBased 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 highresolution 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

ReducedComplexity Deep Neural Networks Design using MultiLevel 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 ShortTerm 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 finetuning 
N Becherer, J Pecarina, S Nykl, K Hopkinson

2017

ArbitraryOriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks 
T Tang, S Zhou, Z Deng, L Lei, H Zou

2017

Multitask 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 endtoend recognizer for inair 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 Multilayer 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 Clusterdriven 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

ScaleInvariant Feature Learning using Deconvolutional Neural Networks for WeaklySupervised 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 coprocessor 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 ReverseMode 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

ThroughputOptimized OpenCLbased FPGA Accelerator for LargeScale 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 realtime 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

LargeMargin 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 LowLevel Image Completion 
B Chandler, E Mingolla

2016

From retina to behavior: preypredator 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 Largescale Image Classification 
Y Zhang, EDUK Lee, EDUH Lee, U EDU

2016

Image superresolution with multichannel 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

Nighttime 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 Spatiotemporal 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 multilayered neural networks for classification 
A Rakitianskaia, E Bekker, KM Malan, A Engelbrecht

2016

Communication quantization for dataparallel 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

Performanceportable 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 Endtoend 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/Nontext 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

MonetStyle 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 StudentTeacher 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 Multiview Convolutional Neural Networks 
A Birenbaum, H Greenspan

2016

Denoising of ContrastEnhanced 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 Kmeans 
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

QuantumChemical 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 NonProbabilistic 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 CenTral 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 Multitarget 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 cellbycell 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 whatif theory 
PM Buscema, G Maurelli, FS Mennini, L Gitto, S Russo

2016

MultiScale 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 LowLatency, LowCompute 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

SingleImage 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 HeuristicallyTrained 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: multiobjective hyperparameter optimization 
SC Smithson, G Yang, WJ Gross, BH Meyer

2016

Efficient memory compression in deep neural networks using coarsegrain 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

Lowrank 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 2Dto3D 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

EndtoEnd Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation 
W Yang, W Ouyang, H Li, X Wang

2016

Writerindependent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks 
LG Hafemann, R Sabourin, LS Oliveira

2016

Modeling Relational Information in QuestionAnswer 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

6DOF 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 NetworkonChip 
Y Ji, Y Zhang, H Liu, W Zheng

2016

An efficient noiserobust 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

Oneshot Learning with MemoryAugmented Neural Networks 
A Santoro, S Bartunov, M Botvinick, D Wierstra

2016

Hierarchical Reinforcement Learning using SpatioTemporal 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 1Max 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

TIPOOLING: transformationinvariant 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 microDopplers 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

TagAware 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 reactiondiffusion neural networks with hybrid coupling and timevarying 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 MemoryEfficient 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 feedforward neural networks 
ANS Njikam, H Zhao

2016

PersonNet: Person Reidentification 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 GPUBased Efficient Approach for Convolutional Neural Networks with Small Filters 
W Jiang, Y Chen, H Jin, R Zheng, Y Chi

2016

Classifficationbased 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

XNORNet: 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 multidistribution deep neural networks 
K Li, X Wu, H Meng

2016

Protein Secondary Structure Prediction Using Deep Multiscale Convolutional Neural Networks and NextStep Conditioning 
A Busia, J Collins, N Jaitly

2016

STDPbased 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

HighResolution Semantic Labeling with Convolutional Neural Networks 
E Maggiori, Y Tarabalka, G Charpiat, P Alliez

2016

A SelfDriving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware 
T Hwu, J Isbell, N Oros, J Krichmar

2016

SparselyConnected 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 Multivendor 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 Xrays 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

Nonuniform 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

ShortTerm Traffic Forecasting: Modeling and Learning SpatioTemporal 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 Onchip 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 RetrievalBased HumanComputer Conversation System 
R Yan, Y Song, H Wu

2016

Transfer Learning for CrossLingual 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

HighFrequency 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

INSIGHT1 at SemEval2016 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 SemEval2016 Task 4: Convolutional Neural Networks for Sentiment Classification 
G Attardi, D Sartiano

2016

TokenLevel 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 multicore 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

Pretraining in convolutional neural networks 
H Liu

2016

A Novel Approach of Face Recognition using Convolutional Neural Networks 
TS AKHEEL, D JILANI

2016

FPGAbased Accelerator for Deep Convolutional Neural Networks for the SPARK Environment 
R Morcel, M Ezzeddine, H Akkary

2016

Collaborative Layerwise 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

TrunkBranch Ensemble Convolutional Neural Networks for Videobased 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 DenseSparseDense 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 PatchBased 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 Multiscale 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

CQTbased 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 feedbackchannelfree distributed video coding using deep convolutional neural networks at the decoder 
PR Bhagath, J Mukherjee, S Mukopadhayay

2016

PhysicallyBased 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 Multiinstance Multitask 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 ComputerAided 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 EnergyEfficient 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 or1 
M Courbariaux, Y Bengio

2016

NoiseBoosted 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 FPGAa Practical Study with Tradeoff 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

SE3Nets: Learning Rigid Body Motion using Deep Neural Networks 
A Byravan, D Fox

2016

Adaptive Visual Feedback Generation for Facial Expression Improvement with Multitask Deep Neural Networks 
T Kaneko, K Hiramatsu, K Kashino

2016

TransformInvariant 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

Openset 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 Sequencetosequence 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

Rankbased 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 Pretrained 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

Multivelocity neural networks for gesture recognition in videos 
O Gupta, D Raviv, R Raskar

2016

Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Cameratrap Images using Very Deep Convolutional Neural Networks 
A Gomez, A Salazar

2016

Moving object recognition using multiview threedimensional convolutional neural networks 
T He, H Mao, Z Yi

2016

Flow of Information in FeedForward Deep Neural Networks 
P Khadivi, R Tandon, N Ramakrishnan

2016

NeurallyGuided 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

Stargalaxy 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 Multislice 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

HighThroughput 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 SuperResolution on SatelliteDerived 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 TypeI 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 mixedbandwidth data via deep neural networks for robust speech recognition 
J Gao, J Du, C Kong, H Lu, E Chen, CH Lee

2016

BiLevel Multicolumn 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 MultiLayered Neural Networks 
R Kamimura

2016

Air quality forecasting using neural networks 
C Zhao

2016

Deep Neural Networks with Flexible Activation Function 
A Marinelli

2016

Multiview gait recognition using 3D convolutional neural networks 
T Wolf, M Babaee, G Rigoll

2016

Finegrained 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 HighLevel 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 SuperResolution with Convolutional Neural Networks 
A Kappeler, S Yoo, Q Dai, AK Katsaggelos

2016

Neural networks on the go [news] 
K Bourzac

2016

Blind SuperResolution 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 RGBD 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 69, 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 SingleTrial EEG Classification 
I Sturm, S Bach, W Samek, KR Müller

2016

Parameterized neural networks for highenergy 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

Sensorbased 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 forwardbackward 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 superresolution based on convolution neural networks using multichannel 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 SingleChannel Speech Separation Via HighResolution 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 GoGame 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

Finetuning 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 EEGSpeech Models 
P Sun, J Qin

2016

Dense semantic labeling of subdecimeter resolution images with convolutional neural networks 
M Volpi, D Tuia

2016

Image classification based on convolutional neural networks with crosslevel 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 HighEnergy 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 Bitwidth Extendability and EnergyEfficiency 
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 MainChain 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 solventaccessibilities 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

Contextaware 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 LargeScale 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 CameraTrap 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 Omnidirectional 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 timesequences 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

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2016

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Y Tian, Z Liu, L Cai, G Pan

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2016

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G Montes

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W Shen, M Zhou, F Yang, D Yu, D Dong, C Yang

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2016

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J Chen, Q Ou, Z Chi, H Fu

2016

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2016

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F Yang, J Yang, Y Wang, G Zhang

2016

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MS Ryoo, L Matthies

2016

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RW Zhao, J Li, Y Chen, JM Liu, YG Jiang, X Xue

2016

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2016

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VJR Ripoll, A Wojdel, E Romero, P Ramos, J Brugada

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V Vukotic, C Raymond, G Gravier

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J Akeret, C Chang, A Lucchi, A Refregier

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T Aamodt

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S Vaidya, A Chunduru, R Muthuganapathy

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G Cai, B Xia

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