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文章基本信息

  • 标题:Stability Analysis for Uncertain Stochastic Delayed Neural Networks of Neutral-Type with Discrete and Distributed Delays
  • 本地全文:下载
  • 作者:Liu, Guoquan ; Yang, Simon X. ; Fu, Wei
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2012
  • 卷号:7
  • 期号:2
  • 页码:384-392
  • DOI:10.4304/jcp.7.2.384-392
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:The paper studies delay-dependent global robust problem for a class of uncertain stochastic delayed neural networks of neutral-type with discrete and distributed delays. Novel stability criteria are obtained in terms of linear matrix inequality (LMI) by employing the Lyapunov-Krasovskii functional method and using the free-weighting matrices technique. In addition, two examples are given to show the effectiveness of the obtained conditions.
  • 关键词:Global robust stability;Delayed neural networks;Neutral-type;Lyapunov-Krasovskii functional;Discrete and distributed delays
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