Almost periodic models of impulsive Hopfield neural networks

Abstract

In the present paper the problems of existence and uniqueness of almost periodic solutions for impulsive Hopfield neural networks are considered. The impulses are in fixed moments of time and by using the technique of estimation of the Cauchy’s matrix new sufficient conditions for the exponential stability of the unique almost periodic solution of such systems are given.