conftrace_

equilibrium propagation

11 papers

Explore in graph

Also known as

EP

Co-occurring keywords · papers mentioning both

neural network (4) energy-based model (3) predictive coding (3) local learning rule (2) recurrent neural network (2) hopfield network (2) analog computing (2) gradient computation (2) gradient estimation (2) neural network optimization (2)

Papers

Improving equilibrium propagation without weight symmetry through Jacobian homeostasis ICLR 2024 Towards training digitally-tied analog blocks via hybrid gradient computation NeurIPS 2024 Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning ICLR 2023 Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023 Energy-based learning algorithms for analog computing: a comparative study NeurIPS 2023 Sequence Learning Using Equilibrium Propagation IJCAI 2023 Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations NeurIPS 2022 Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019 Initialized Equilibrium Propagation for Backprop-Free Training ICLR 2019 Training a Spiking Neural Network with Equilibrium Propagation AISTATS 2019 Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input NeurIPS 2019