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  • 标题:Impacts of state-dependent impulses on the stability of switching Cohen-Grossberg neural networks
  • 本地全文:下载
  • 作者:Xianxiu Zhang ; Chuandong Li ; Tingwen Huang
  • 期刊名称:Advances in Difference Equations
  • 印刷版ISSN:1687-1839
  • 电子版ISSN:1687-1847
  • 出版年度:2017
  • 卷号:2017
  • 期号:1
  • 页码:316
  • DOI:10.1186/s13662-017-1375-z
  • 语种:English
  • 出版社:Hindawi Publishing Corporation
  • 摘要:This paper investigates the impacts of state-dependent impulses on the stability of switching Cohen-Grossberg neural networks (CGNN) by means of B-equivalence method. Under certain conditions, the state-dependent impulsive switching systems can be reduced to the fixed-time ones. Furthermore, a stability criterion for the considered CGNN using the proposed comparison system is established. Finally, two numerical examples are provided to illustrate the efficiency of the theoretical results.
  • 关键词:Cohen-Grossberg neural networks (CGNN) ; switching ; state-dependent impulse ; B-equivalence ; global stability
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