How Important is Weight Symmetry in Backpropagation?

17 October 2015

Papers citing "How Important is Weight Symmetry in Backpropagation?"

13 / 13 papers shown

Title
Training Large Neural Networks With Low-Dimensional Error Feedback Maher Hanut Jonathan Kadmon 95 1 0 27 Feb 2025
Oja's plasticity rule overcomes several challenges of training neural networks under biological constraints Navid Shervani-Tabar Marzieh Alireza Mirhoseini Robert Rosenbaum AAML AI4CE 104 0 0 15 Aug 2024
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport Jeonghwan Cheon Sang Wan Lee Se-Bum Paik OOD 376 2 0 27 May 2024
Contribute to balance, wire in accordance: Emergence of backpropagation from a simple, bio-plausible neuroplasticity rule Xinhao Fan S. P. Mysore 77 0 0 23 May 2024
Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks Roman Pogodin P. Latham 140 35 0 12 Jun 2020
Two Routes to Scalable Credit Assignment without Weight Symmetry D. Kunin Aran Nayebi Javier Sagastuy-Breña Surya Ganguli Jonathan M. Bloom Daniel L. K. Yamins 113 33 0 28 Feb 2020
Towards Biologically Plausible Deep Learning Yoshua Bengio Dong-Hyun Lee J. Bornschein Thomas Mesnard Zhouhan Lin DRL OOD 64 351 0 14 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 320 2,945 0 15 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,328 0 20 Oct 2014
How Auto-Encoders Could Provide Credit Assignment in Deep Networks via Target Propagation Yoshua Bengio 98 184 0 29 Jul 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,529 0 16 Oct 2013
iCub World: Friendly Robots Help Building Good Vision Data-Sets S. Fanello C. Ciliberto M. Santoro Lorenzo Natale Giorgio Metta Lorenzo Rosasco Francesca Odone 68 26 0 15 Jun 2013