Effect of normalized interconnect matrix on the performance of Hopfield neural network

摘要

Abstract: It is shown by theoretical analysis and numerical simulations that there are some senses of reduction of the convergence property when the multi-valued matrix is substituted by a normalized matrix. Also, an optical experimental implementation scheme of a Hopfield neural network which uses a novel multi- valued synaptic interconnect matrix realized by a combined system of LCLV and CRT controlled by a microcomputer is proposed.!9