Deep learning with asymmetric connections and Hebbian updates

19 November 2018

Papers citing "Deep learning with asymmetric connections and Hebbian updates"

9 / 9 papers shown

Title
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport Jeonghwan Cheon Sang Wan Lee Se-Bum Paik OOD 344 2 0 27 May 2024
A Biologically Plausible Learning Rule for Deep Learning in the Brain Isabella Pozzi Michael Felsberg Fahad Shahbaz Khan AI4CE 44 31 0 05 Nov 2018
Dendritic cortical microcircuits approximate the backpropagation algorithm João Sacramento Rui Ponte Costa Yoshua Bengio Walter Senn 78 312 0 26 Oct 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures Sergey Bartunov Adam Santoro Blake A. Richards Luke Marris Geoffrey E. Hinton Timothy Lillicrap 82 243 0 12 Jul 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
How Important is Weight Symmetry in Backpropagation? Q. Liao Joel Z Leibo T. Poggio 62 170 0 17 Oct 2015
Difference Target Propagation Dong-Hyun Lee Saizheng Zhang Asja Fischer Yoshua Bengio AAML 81 348 0 23 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,213 0 04 Sep 2014
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 162 1,844 0 20 Dec 2013