conftrace_

equilibrium propagation

8 papers

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EP

Co-occurring keywords

neural network (6616) energy-based model (251) recurrent neural network (1790) hopfield network (31) predictive coding (49) analog computing (6) gradient computation (45) neural network optimization (1293) neural network training (309) contrastive learning (4032)

Papers

Towards training digitally-tied analog blocks via hybrid gradient computation NIPS 2024
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023
Energy-based learning algorithms for analog computing: a comparative study NIPS 2023
Sequence Learning Using Equilibrium Propagation IJCAI 2023
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations NIPS 2022
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 NIPS 2019
Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019