Stochastic Neutral Static Neural Network Exponential Stability

Abstract

By using Lyapunov-Krasovskii functional and Ito formula combining the linear matrix inequality method,exponential stability for stochastic neutral-type neural networks is discussed and exponentially stable criterion is given in mean square in this paper.