Robust stability analysis for discrete-time neural networks with time-varying leakage delays and random parameter uncertainties
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- 作者：L. Jarina BanuAuthor Vitae ; P. Balasubramaniam ; balugru@gmail.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Discrete-time neural networks ; Leakage delay ; Random parameter uncertainties ; Stability ; Lyapunov&ndash ; Krasovskii functional ; Linear matrix inequality
- 刊名：Neurocomputing
- 出版年：2016
- 出版时间：29 February 2016
- 年：2016
- 卷：179
- 期：Complete
- 页码：126-134
- 全文大小：462 K
文摘
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Robust stability problem for discrete-time neural network with leakage delays is investigated.
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The random parameter uncertainties are characterized by Bernoulli distribution..
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Based on LKF method, sufficient conditions for stability are given in terms of LMIs
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Numerical simulations are exploited to illustrate the theoretical results.