Delay-dependent stability for neutral-type neural networks with time-varying delays and Markovian jumping parameters

作者：Chen Weimin^*; Wang Lanning

来源：Neurocomputing, 2013, 120: 569-576.

DOI：10.1016/j.neucom.2013.04.013

• Stochastic stability
• Time-varying delays
• Markovian jump parameters
• Stochastic neural networks

In this paper, the problem of stochastic stability of neutral-type neural networks with Markovian jumping parameters is considered. By choosing an mode-dependent Lyapunov-Krasovskii functional, novel delay-dependent stochastically stable conditions are derived in terms of linear matrix inequalities. Numerical examples are given to illustrate the effectiveness of the proposed approach.

• 出版日期2013-11-23
• 单位南京大学