Further results on delay-dependent exponential stability for uncertain stochastic neural networks with mixed delays and Markovian jump parameters

摘要

This paper studies the problem of the robustly exponential stability of uncertain stochastic neural networks with mixed delays and Markovian jump parameters. In terms of linear matrix inequalities approach, some new delay-dependent stability criteria are established for the considered systems by constructing a modified Lyapunov–Krasovskii functional. And our derived results shown by three illustrative examples are more effective than some existing ones.