Equivalence of Equilibrium Propagation and Recurrent Backpropagation

22 November 2017

Papers citing "Equivalence of Equilibrium Propagation and Recurrent Backpropagation"

16 / 16 papers shown

Title
Harnessing uncertainty when learning through Equilibrium Propagation in neural networks Jonathan Peters Philippe Talatchian 47 0 0 28 Mar 2025
Contribute to balance, wire in accordance: Emergence of backpropagation from a simple, bio-plausible neuroplasticity rule Xinhao Fan S. P. Mysore 39 0 0 23 May 2024
Scaling SNNs Trained Using Equilibrium Propagation to Convolutional Architectures Jiaqi Lin Malyaban Bal Abhronil Sengupta 42 2 0 04 May 2024
Improving equilibrium propagation without weight symmetry through Jacobian homeostasis Axel Laborieux Friedemann Zenke 30 7 0 05 Sep 2023
Predictive Coding beyond Gaussian Distributions Luca Pinchetti Tommaso Salvatori Yordan Yordanov Beren Millidge Yuhang Song Thomas Lukasiewicz UQCV BDL 32 11 0 07 Nov 2022
Sequence Learning Using Equilibrium Propagation Malyaban Bal Abhronil Sengupta 35 9 0 14 Sep 2022
Short-Term Plasticity Neurons Learning to Learn and Forget Hector Garcia Rodriguez Qinghai Guo Timoleon Moraitis 20 12 0 28 Jun 2022
Biologically-inspired neuronal adaptation improves learning in neural networks Yoshimasa Kubo Eric Chalmers Artur Luczak 25 6 0 08 Apr 2022
Signal Propagation: A Framework for Learning and Inference In a Forward Pass Adam A. Kohan E. Rietman H. Siegelmann 27 26 0 04 Apr 2022
A brain basis of dynamical intelligence for AI and computational neuroscience J. Monaco Kanaka Rajan Grace M. Hwang AI4CE 26 6 0 15 May 2021
Training Dynamical Binary Neural Networks with Equilibrium Propagation Jérémie Laydevant M. Ernoult D. Querlioz Julie Grollier 26 16 0 16 Mar 2021
GAIT-prop: A biologically plausible learning rule derived from backpropagation of error Nasir Ahmad Marcel van Gerven L. Ambrogioni AAML 20 25 0 11 Jun 2020
Equilibrium Propagation with Continual Weight Updates M. Ernoult Julie Grollier D. Querlioz Yoshua Bengio B. Scellier 14 38 0 29 Apr 2020
A Biologically Plausible Learning Rule for Deep Learning in the Brain Isabella Pozzi M. Felsberg Fahad Shahbaz Khan AI4CE 9 31 0 05 Nov 2018
Error Forward-Propagation: Reusing Feedforward Connections to Propagate Errors in Deep Learning Adam A. Kohan E. Rietman H. Siegelmann 58 24 0 09 Aug 2018
Reviving and Improving Recurrent Back-Propagation Renjie Liao Yuwen Xiong Ethan Fetaya Lisa Zhang Kijung Yoon Xaq Pitkow R. Urtasun R. Zemel BDL 44 118 0 16 Mar 2018