Learning in the Machine: the Symmetries of the Deep Learning Channel

22 December 2017

Papers citing "Learning in the Machine: the Symmetries of the Deep Learning Channel"

16 / 16 papers shown

Title
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 152 259 0 16 Dec 2016
Direct Feedback Alignment Provides Learning in Deep Neural Networks Arild Nøkland ODL 81 454 0 06 Sep 2016
Model-Free Episodic Control Charles Blundell Benigno Uria Alexander Pritzel Yazhe Li Avraham Ruderman Joel Z Leibo Jack W. Rae Daan Wierstra Demis Hassabis OffRL BDL 55 250 0 14 Jun 2016
Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection Sergey Levine P. Pastor A. Krizhevsky Deirdre Quillen 160 2,071 0 07 Mar 2016
Deep Reinforcement Learning from Self-Play in Imperfect-Information Games Johannes Heinrich David Silver SSL 48 400 0 03 Mar 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 189 8,833 0 04 Feb 2016
Increasing the Action Gap: New Operators for Reinforcement Learning Marc G. Bellemare Georg Ostrovski A. Guez Philip S. Thomas Rémi Munos 56 157 0 15 Dec 2015
Policy Distillation Andrei A. Rusu Sergio Gomez Colmenarejo Çağlar Gülçehre Guillaume Desjardins J. Kirkpatrick Razvan Pascanu Volodymyr Mnih Koray Kavukcuoglu R. Hadsell 79 689 0 19 Nov 2015
Mapping Generative Models onto a Network of Digital Spiking Neurons Bruno U. Pedroni Srinjoy Das John V. Arthur P. Merolla Bryan L. Jackson D. Modha Ken Kreutz-Delgado Gert Cauwenberghs 15 21 0 24 Sep 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 154 7,623 0 22 Sep 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 294 13,214 0 09 Sep 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 127 1,677 0 22 Jul 2015
A Theory of Local Learning, the Learning Channel, and the Optimality of Backpropagation Pierre Baldi Peter Sadowski 41 72 0 22 Jun 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 276 18,587 0 06 Feb 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 397 43,589 0 17 Sep 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 192 8,507 0 22 Mar 2013