Existence and exponential stability of almost periodic solutions for shunting inhibitory cellular neural networks with continuously distributed delays☆

Abstract

Abstract In this paper, the shunting inhibitory cellular neural networks (SICNNs) with continuously distributed delays are considered. Sufficient conditions for the existence and exponential stability of the almost periodic solutions are established by using fixed point theorem, Lyapunov functional method and differential inequality techniques.