New delay segment-dependent asymptotic stability for stochastic neural networks with interval time-varying delay and distributed delays

This paper deals with the problem of stability for a class of stochastic neural networks with interval time-varying delays and distributed delay. Based on the idea of nonuniform partitioning the delay interval, new delay-interval dependent stability are proposed by constructing a novel Augmented Lyapunov-Krasovskii functional in terms of linear matrix inequalities(LMIs).