Equilibrium Propagation with Continual Weight Updates

Equilibrium Propagation with Continual Weight Updates

29 April 2020

Papers citing "Equilibrium Propagation with Continual Weight Updates"

13 / 13 papers shown

Title
Equilibrium Propagation for Learning in Lagrangian Dynamical Systems Serge Massar 31 0 0 12 May 2025
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions Zhaoxian Wu Quan Xian Tayfun Gokmen Omobayode Fagbohungbe Tianyi Chen 96 0 0 17 Feb 2025
Calibrating Neural Networks' parameters through Optimal Contraction in a Prediction Problem Valdes Gonzalo 34 0 0 15 Jun 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
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning Ezekiel Williams C. Bredenberg Guillaume Lajoie 34 6 0 24 Feb 2023
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons R. Høier D. Staudt Christopher Zach 36 11 0 02 Feb 2023
A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks Tommaso Salvatori Yuhang Song Yordan Yordanov Beren Millidge Zheng R. Xu Lei Sha Cornelius Emde Rafal Bogacz Thomas Lukasiewicz 36 10 0 16 Nov 2022
Progressive Fusion for Multimodal Integration Shiv Shankar Laure Thompson M. Fiterau 36 3 0 01 Sep 2022
Constrained Parameter Inference as a Principle for Learning Nasir Ahmad Ellen Schrader Marcel van Gerven 20 10 0 22 Mar 2022
Equilibrium Aggregation: Encoding Sets via Optimization Sergey Bartunov F. Fuchs Timothy Lillicrap 34 7 0 25 Feb 2022
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks Timoleon Moraitis Dmitry Toichkin Adrien Journé Yansong Chua Qinghai Guo AAML BDL 68 28 0 12 Jul 2021
Training Dynamical Binary Neural Networks with Equilibrium Propagation Jérémie Laydevant M. Ernoult D. Querlioz Julie Grollier 26 16 0 16 Mar 2021