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A Critical Review of Recurrent Neural Networks for Sequence Learning

29 May 2015

Papers citing "A Critical Review of Recurrent Neural Networks for Sequence Learning"

50 / 271 papers shown

Title
Time-Sequence Channel Inference for Beam Alignment in Vehicular Networks Sheng Chen Zhiyuan Jiang Sheng Zhou Z. Niu LLMSV 32 10 0 04 Dec 2018
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation Kai Chen Weilin Zhang Shlomo Dubnov Gus Xia Wei Li MGen 48 5 0 20 Nov 2018
Concept-Oriented Deep Learning: Generative Concept Representations Daniel T. Chang DRL GAN BDL 74 12 0 15 Nov 2018
Long Short-Term Attention G. Zhong Xin Lin Kang Chen Qingyang Li Kaizhu Huang ODL RALM HAI 54 10 0 30 Oct 2018
DeepDPM: Dynamic Population Mapping via Deep Neural Network Zefang Zong J. Feng Kechun Liu Hongzhi Shi Yong Li AI4TS 61 25 0 25 Oct 2018
A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements M. Shahriari David Pardo A. Picón Adrian Galdran Javier Del Ser C. Torres‐Verdín 39 44 0 05 Oct 2018
Brain decoding from functional MRI using long short-term memory recurrent neural networks Hongming Li Yong-Xian Fan 50 43 0 14 Sep 2018
DeepProteomics: Protein family classification using Shallow and Deep Networks Anu Vazhayil R. Vinayakumar Kp Soman 47 12 0 11 Sep 2018
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D Pedestrian Pose and Gait Prediction Xiaoxiao Du Ram Vasudevan Matthew Johnson-Roberson 3DH 66 66 0 11 Sep 2018
Notes on Deep Learning for NLP A. Tixier VLM 64 15 0 29 Aug 2018
Progressive Operational Perceptron with Memory D. Tran S. Kiranyaz Moncef Gabbouj Alexandros Iosifidis KELM AI4CE 66 26 0 20 Aug 2018
Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction M. Z. Khan Sakib Chowdhury M. Chowdhury Kakan C. Dey AI4TS 37 42 0 15 Aug 2018
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network A. Sherstinsky 145 3,801 0 09 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 152 140 0 03 Aug 2018
Towards Machine Learning on data from Professional Cyclists Agrin Hilmkil Oscar Ivarsson Moa Johansson D. Kuylenstierna T. V. Erp 26 12 0 01 Aug 2018
Predicting purchasing intent: Automatic Feature Learning using Recurrent Neural Networks Humphrey Sheil Omer F. Rana R. Reilly 43 34 0 21 Jul 2018
LSTM-Based Zero-Velocity Detection for Robust Inertial Navigation Brandon Wagstaff Jonathan Kelly 73 107 0 13 Jul 2018
Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 76 96 0 12 Jul 2018
Arcades: A deep model for adaptive decision making in voice controlled smart-home Alexis Brenon François Portet Michel Vacher 69 22 0 05 Jul 2018
Deductron -- A Recurrent Neural Network Marek Rychlik 8 0 0 23 Jun 2018
Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks Moshe Kravchik A. Shabtai 88 276 0 21 Jun 2018
Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction Chun-Kit Yeung Zizheng Lin Kai Yang Dit-Yan Yeung 37 29 0 06 Jun 2018
Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization Chun-Kit Yeung Dit-Yan Yeung AI4Ed 68 263 0 06 Jun 2018
Training LSTM Networks with Resistive Cross-Point Devices Tayfun Gokmen Malte J. Rasch W. Haensch 53 46 0 01 Jun 2018
Anticipating cryptocurrency prices using machine learning Laura Alessandretti Abeer ElBahrawy L. Aiello Andrea Baronchelli 63 169 0 22 May 2018
Low-Cost Recurrent Neural Network Expected Performance Evaluation Andrés Camero J. Toutouh Enrique Alba 61 20 0 18 May 2018
On the Classification of SSVEP-Based Dry-EEG Signals via Convolutional Neural Networks N. F. N. Aznan Stephen Bonner J. D. Connolly Noura Al Moubayed T. Breckon 65 64 0 10 May 2018
The unreasonable effectiveness of the forget gate J. Westhuizen Joan Lasenby 77 89 0 13 Apr 2018
Personalized Dynamics Models for Adaptive Assistive Navigation Systems Eshed Ohn-Bar Kris Kitani Chieko Asakawa 75 30 0 11 Apr 2018
Deep Learning For Computer Vision Tasks: A review R. K. Sinha Ruchi Pandey R. Pattnaik VLM 28 58 0 11 Apr 2018
Seglearn: A Python Package for Learning Sequences and Time Series D. Burns C. Whyne AI4TS 54 33 0 21 Mar 2018
Sales forecasting using WaveNet within the framework of the Kaggle competition Glib Kechyn L. Yu Yangguang Zang Svyatoslav Kechyn 54 26 0 11 Mar 2018
Low-cost Autonomous Navigation System Based on Optical Flow Classification Michel C. Meneses L. Matos Bruno O. Prado 27 1 0 11 Mar 2018
Sequence-Aware Recommender Systems Massimo Quadrana Paolo Cremonesi Dietmar Jannach 99 483 0 23 Feb 2018
A Machine Learning Approach for Virtual Flow Metering and Forecasting N. Andrianov AI4TS 32 49 0 15 Feb 2018
Multi-Objective De Novo Drug Design with Conditional Graph Generative Model Yibo Li L. Zhang Zhenming Liu 101 339 0 18 Jan 2018
Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction Zhiyong Cui Ruimin Ke Ziyuan Pu Yinhai Wang AI4TS 66 416 0 07 Jan 2018
Connecting Software Metrics across Versions to Predict Defects Yibin Liu Yanhui Li Jianbo Guo Yuming Zhou Baowen Xu 41 38 0 28 Dec 2017
Multi-Level Recurrent Residual Networks for Action Recognition Zhenxing Zheng Gaoyun An Q. Ruan 41 12 0 22 Nov 2017
Mobile Video Object Detection with Temporally-Aware Feature Maps Mason Liu Menglong Zhu ObjD 77 197 0 17 Nov 2017
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences Yu-Ping Ruan Qian Chen Zhenhua Ling 36 11 0 15 Nov 2017
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 85 646 0 10 Nov 2017
Transaction Fraud Detection Using GRU-centered Sandwich-structured Model Xurui Li Wei Yu Tianyu Luwang Jianbin Zheng Xuetao Qiu Jintao Zhao Lei Xia Yujiao Li 70 26 0 04 Nov 2017
Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device Xin Zhang Weixuan Kou E. Chang He Gao Yubo Fan Yan Xu 36 76 0 02 Nov 2017
How deep learning works --The geometry of deep learning Xiao Dong Jiasong Wu Ling Zhou GNN 64 8 0 30 Oct 2017
R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting Hardik Goel Igor Melnyk A. Banerjee AI4TS 76 32 0 10 Sep 2017
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Mohamed I. Eldesouki Younes Samih Ahmed Abdelali Mohammed Attia Hamdy Mubarak Kareem Darwish Laura Kallmeyer 24 15 0 19 Aug 2017
General Backpropagation Algorithm for Training Second-order Neural Networks Fenglei Fan W. Cong Ge Wang 51 25 0 17 Aug 2017
Neural Translation of Musical Style Iman Malik Carl Henrik Ek 83 38 0 11 Aug 2017
Early Stage Malware Prediction Using Recurrent Neural Networks Matilda Rhode Pete Burnap K. Jones AAML 72 255 0 11 Aug 2017