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文章基本信息

  • 标题:Delay-Dependent Stability Criterion of Caputo Fractional Neural Networks with Distributed Delay
  • 本地全文:下载
  • 作者:Abdulaziz Alofi ; Jinde Cao ; Ahmed Elaiw
  • 期刊名称:Discrete Dynamics in Nature and Society
  • 印刷版ISSN:1026-0226
  • 电子版ISSN:1607-887X
  • 出版年度:2014
  • 卷号:2014
  • DOI:10.1155/2014/529358
  • 出版社:Hindawi Publishing Corporation
  • 摘要:This paper is concerned with the finite-time stability of Caputo fractional neural networks with distributed delay. The factors of such systems including Caputo’s fractional derivative and distributed delay are taken into account synchronously. For the Caputo fractional neural network model, a finite-time stability criterion is established by using the theory of fractional calculus and generalized Gronwall-Bellman inequality approach. Both the proposed criterion and an illustrative example show that the stability performance of Caputo fractional distributed delay neural networks is dependent on the time delay and the order of Caputo’s fractional derivative over a finite time.
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