A Conservation Law for Equilibrium Propagation and Coupled Learning

Joshua A. McGinnis, Adam G. Kline, Yoichiro Mori

In this paper we show that the physical learning methods known as coupled learning (CL) and equilibrium propagation (EP) conserve a mass-like quantity in the trainable parameters i…