Exponential stability of almost periodic solution for shunting inhibitory cellular neural networks with time-varying and distributed delays

Abstract

In this paper, shunting inhibitory cellular neural networks (SICNNs) with time- varying and distributed delays are considered. Without assuming the global Lipschitz conditions of activation functions, some new sufficient conditions for the existence and exponential stability of the almost periodic solutions are established. Finally, a numerical example is given to demonstrate the effectiveness of the obtained result.