AI RESEARCH

Near-Equilibrium Propagation training in nonlinear wave systems

arXiv CS.LG

ArXi:2510.16084v2 Announce Type: replace Backpropagation learning algorithm, the workhorse of modern artificial intelligence, is notoriously difficult to implement in physical neural networks. Equilibrium Propagation (EP) is an alternative with comparable efficiency and strong potential for in-situ