Square-mean almost periodic solutions for impulsive stochastic shunting inhibitory cellular neural networks with delays

Abstract

In this paper, we consider a class of impulsive stochastic shunting inhibitory cellular neural networks with delays. By using the fixed points principle and Gronwall–Bellman׳s inequality technique, we obtain the existence and exponential stability of square-mean almost periodic solutions for this class of networks. Finally, we give an example to illustrate the feasibility of our results.