Lmi Conditions For Stability Of Impulsive Stochastic Neural Networks With Unbounded Time-Varying Delays

WISM'11: Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I(2011)

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摘要
This paper is concerned with the problem of mu-stable in the mean square of impulsive stochastic neural networks with unbounded time-varying delays. A mu-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).
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关键词
stability,Unbounded time-varying delays,Impulsive neural systems,stochastic neural networks,Linear matrix inequality (LMI)
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