LMI conditions for stability of impulsive stochastic neural networks with unbounded time-varying delays

This paper is concerned with the problem of µ - stable in the mean square of impulsive stochastic neural networks with unbounded time-varying delays. A µ -stable criteria in the mean square are derived by using Lyapunov-Krasovski functional method, the random analysis theory, and impulsive control method. Those criteria are expressed in the form of linear matrix inequalities (LMIs).