On the global robust stability of delayed neural networks

Abstract

This paper presents a sufficient,condition for the existence, uniqueness and global robust stability of the equilibrium point for Hopfield-type delayed neural networks. The result imposes constraint conditions on the boundary values of the network parameters independently of the delay parameter.