New delay‐dependent global robust passivity analysis for stochastic neural networks with M arkovian jumping parameters and interval time‐varying delays
Guoliang Chen, Jianwei Xia, Ju H. Park, Guangming Zhuang · Complexity · 2015
The problem of passivity analysis for stochastic neural networks with Markovian jumping parameters and interval time‐varying delays is investigated in this article. By constructing a novel Lyapunov–Krasovskii functional based on the complete delay‐decomposing idea and using improved free‐weighting matrix method, some improved delay‐dependent passivity criteria are established in terms of linear matrix inequalities. Numerical examples are also given to show the effectiveness of the proposed methods. © 2015 Wiley Periodicals, Inc. Complexity 21: 167–179, 2016