Year  Title  Author 
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

1179 Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks 
W Chen, A Sano, D Lopez, S Taylor, AW McHill

2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification 
L Mou, P Ghamisi, XX Zhu

2017

Convolutional Recurrent Neural Networks for SmallFootprint Keyword Spotting 
SO Arik, M Kliegl, R Child, J Hestness, A Gibiansky

2017

Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks 
A Rahman, V Srikumar, AD Smith

2017

Video Analysis With Convolutional Attention Recurrent Neural Networks 
Z LI, E Gavves, M Jain, CGM Snoek

2017

Deep Recurrent Neural Networks in Speech Synthesis Using a Continuous Vocoder 
MS Al

2017

Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest 
R Venkatesan, AB Ganesh

2017

Gradual Learning of Deep Recurrent Neural Networks 
Z Aharoni, G Rattner, H Permuter

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

State inference of RNA secondary structures with deep recurrent neural networks 
D Willmott, D Murrugarra, Q Ye

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

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

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

Deep Learning Approach for Intrusion Detection System (IDS) in the Internet of Things (IoT) Network using Gated Recurrent Neural Networks (GRU) 
MK Putchala

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

When Recurrent Neural Networks meet the Neighborhood for SessionBased Recommendation 
D Jannach, M Ludewig

2017

Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks 
D Ienco, R Gaetano, C Dupaquier, P Maurel

2017

Enhancing audio surveillance with hierarchical recurrent neural networks 
F Colangelo, F Battisti, M Carli, A Neri, F Calabró

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

Multitalker Speech Separation with Utterancelevel Permutation Invariant Training of Deep Recurrent Neural Networks 
M Kolbæk, D Yu, ZH Tan, J Jensen

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

Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks 
J Wehrmann, GS Simões, RC Barros, VF Cavalcante

2017

An Analysis of Convolutional LongShort Term Memory Recurrent Neural Networks for Gesture Recognition 
E Tsironi, P Barros, C Weber, S Wermter

2017

Drum Transcription From Polyphonic Music With Recurrent Neural Networks 
R Vogl, M Dorfer, P Knees

2017

Sequencespecific bias correction for RNAseq data using recurrent neural networks 
Y Zhang, R Yamaguchi, S Imoto, S Miyano

2017

Two streams recurrent neural networks for largescale continuous gesture recognition 
X Chai, Z Liu, F Yin, Z Liu, X Chen

2017

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment 
M Geist, A Holzinger

2017

Music emotion analysis using semantic embedding recurrent neural networks 
J Jakubik, H Kwaśnicka

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

2016

Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation 
J Chen, L Yang, Y Zhang, M Alber, DZ Chen

2016

Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks 
C Esteban, O Staeck, Y Yang, V Tresp

2016

Investigating gated recurrent neural networks for speech synthesis 
Z Wu, S King

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

Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio 
F Weninger, F Ringeval, E Marchi, B Schuller

2016

MonetStyle Images Generation Using Recurrent Neural Networks 
Y Zhao, D Xu

2016

Recurrent Neural Networks for Multivariate Time Series with Missing Values 
Z Che, S Purushotham, K Cho, D Sontag, Y Liu

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

Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex 
Q Liao, T Poggio

2016

Algorithmic Composition of Melodies with Deep Recurrent Neural Networks 
F Colombo, SP Muscinelli, A Seeholzer, J Brea

2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding 
A Jaech, L Heck, M Ostendorf

2016

Learning Compact Recurrent Neural Networks 
Z Lu, V Sindhwani, TN Sainath

2016

Information retrieval in instant messaging platforms using Recurrent Neural Networks 
JHP Suorra

2016

Representation of linguistic form and function in recurrent neural networks 
Á Kádár, G Chrupała, A Alishahi

2016

Architectural Complexity Measures of Recurrent Neural Networks 
S Zhang, Y Wu, T Che, Z Lin, R Memisevic

2016

Pixel Recurrent Neural Networks 
A Oord, N Kalchbrenner, K Kavukcuoglu

2016

Automatic scanpath generation with deep recurrent neural networks 
D Simon, S Sridharan, S Sah, R Ptucha, C Kanan

2016

Recurrent Neural Networks with Elastic Time Context in Language Modeling 
K Beneš

2016

Recurrent Neural Networks For Drum Transcription 
R Vogl, M Dorfer, P Knees

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

Deep Recurrent Neural Networks for Supernovae Classification 
T Charnock, A Moss

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

Blind Room Acoustics Characterization Using Recurrent Neural Networks and Modulation Spectrum Dynamics 
JF Santos, TH Falk

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

Event nugget detection with forwardbackward recurrent neural networks 
R Ghaeini, XZ Fern, L Huang, P Tadepalli

2016

Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks 
T de Bruin, K Verbert, R BabuŠka

2016

Recurrent Neural Networks for Customer Purchase Prediction on Twitter 
M Korpusik, S Sakaki, FCYY Chen

2016

RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks 
P Doetsch, A Zeyer, P Voigtlaender, I Kulikov

2016

Negation Scope Detection with Recurrent Neural Networks Models in Review Texts 
L Lazib, Y Zhao, B Qin, T Liu

2016

Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks 
J Kabbara, JCK Cheung

2016

deepTarget: Endtoend Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks 
B Lee, J Baek, S Park, S Yoon

2016

LargeScale Item Categorization in eCommerce Using Multiple Recurrent Neural Networks 
JW Ha, H Pyo, J Kim

2015

Multimodal Dimensional Emotion Recognition using Recurrent Neural Networks 
S Chen, Q Jin

2015

Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation 
PS Huang, M Kim, M Hasegawa

2015

Learning Morphological Transformations with Recurrent Neural Networks 
S Biswas, T Breuel

2015

Batch Normalized Recurrent Neural Networks 
C Laurent, G Pereyra, P Brakel, Y Zhang, Y Bengio

2015

Detecting Interrogative Utterances with Recurrent Neural Networks 
J Chung, J Devlin, HH Awadalla

2015

Learning Statistical Scripts with LSTM Recurrent Neural Networks 
K Pichotta, RJ Mooney

2015

Voice Conversion Using Deep Bidirectional Long ShortTerm Memory Based Recurrent Neural Networks 
L Sun, S Kang, K Li, H Meng

2015

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking 
TH Wen, M Gašic, D Kim, N Mrkšic, PH Su, D Vandyke

2015

A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks 
QV Le

2015

On Speaker Adaptation of Long ShortTerm Memory Recurrent Neural Networks 
Y Miao, F Metze

2015

Unsupervised Learning of Multiple Languages Using Recurrent Neural Networks 
MP Nieto, M Berglund, T Raiko

2015

Recurrent Neural Networks for Emotion Recognition in Video 
S Ebrahimi Kahou, V Michalski, K Konda, R Memisevic

2015

Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text 
L Li, L Jin, D Huang

2015

Multimodal Dimensional Affect Recognition Using Deep Bidirectional Long ShortTerm Memory Recurrent Neural Networks 
E Pei, L Yang, D Jiang, H Sahli

2015

Recurrent Neural Networks for Driver Activity Anticipation via SensoryFusion Architecture 
A Jain, A Singh, HS Koppula, S Soh, A Saxena

2015

Conditional Random Fields as Recurrent Neural Networks 
S Zheng, S Jayasumana, B Romera

2015

A Theoretically Grounded Application of Dropout in Recurrent Neural Networks 
Y Gal

2015

DNALevel Splice Junction Prediction using Deep Recurrent Neural Networks 
B Lee, T Lee, B Na, S Yoon

2015

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks 
S Bengio, O Vinyals, N Jaitly, N Shazeer

2015

A hypothesizeandverify framework for Text Recognition using Deep Recurrent Neural Networks 
A Ray, S Rajeswar, S Chaudhury

2015

First Step toward ModelFree, Anonymous Object Tracking with Recurrent Neural Networks 
Q Gan, Q Guo, Z Zhang, K Cho

2015

Learning to Diagnose with LSTM Recurrent Neural Networks 
ZC Lipton, DC Kale, C Elkan, R Wetzell

2015

PhaseSensitive And RecognitionBoosted Speech Separation Using Deep Recurrent Neural Networks 
H Erdogan, JR Hershey, S Watanabe, J Le Roux

2015

Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition 
Z Deng, A Vahdat, H Hu, G Mori

2015

Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics 
F Pouladi, H Salehinejad, AM Gilani

2015

Bidirectional Recurrent Neural Networks as Generative ModelsReconstructing Gaps in Time Series 
M Berglund, T Raiko, M Honkala, L Kärkkäinen

2015

Deep Recurrent Neural Networks for Acoustic Modelling 
W Chan, I Lane

2015

Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks 
Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang

2014

Explain Images with Multimodal Recurrent Neural Networks 
J Mao, W Xu, Y Yang, J Wang, AL Yuille

2014

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding 
G Mesnil, Y Dauphin, K Yao, Y Bengio, L Deng

2014

Pretraining of Recurrent Neural Networks via Linear Autoencoders 
L Pasa, A Sperduti

2014

Translating Videos to Natural Language Using Deep Recurrent Neural Networks 
S Venugopalan, H Xu, J Donahue, M Rohrbach

2014

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling 
J Chung, C Gulcehre, KH Cho, Y Bengio

2014

Conditional Computation in Deep and Recurrent Neural Networks 
AS Davis

2014

Recurrent Neural Networks and Related Models 
D Yu, L Deng
