Efficient Convolutional Neural Network Training with Direct Feedback Alignment

6 January 2019

Papers citing "Efficient Convolutional Neural Network Training with Direct Feedback Alignment"

11 / 11 papers shown

Title
Fix your classifier: the marginal value of training the last weight layer Elad Hoffer Itay Hubara Daniel Soudry 134 102 0 14 Jan 2018
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 163 1,826 0 29 Mar 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 109 1,541 0 10 Mar 2017
Direct Feedback Alignment Provides Learning in Deep Neural Networks Arild Nøkland ODL 97 459 0 06 Sep 2016
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 106 2,476 0 27 Oct 2015
How Important is Weight Symmetry in Backpropagation? Q. Liao Joel Z Leibo T. Poggio 73 170 0 17 Oct 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 140 2,913 0 05 May 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 335 18,647 0 06 Feb 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,734 0 11 Dec 2014
Random feedback weights support learning in deep neural networks Timothy Lillicrap D. Cownden D. Tweed C. Akerman ODL 72 171 0 02 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014