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Global asymptotic stability of Cohen-Grossberg neural networks with multiple discrete delays

  • Sun Yat-Sen University
  • Chinese Academy of Sciences
  • South China Agricultural University
  • South China University of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

The asymptotic stability is analyzed for Cohen-Grossberg neural networks with multiple discrete delays. The boundedness, differentiability or monotonicity condition is not assumed on the activation functions. The generalized Dahlquist constant approach is employed to examine the existence and uniqueness of equilibrium of the neural networks, and a novel Lyapunov functional is constructed to investigate the stability of the delayed neural networks. New general sufficient conditions are derived for the global asymptotic stability of the neural networks with multiple delays.

源语言英语
主期刊名Advanced Intelligent Computing Theories and Applications
主期刊副标题With Aspects of Artificial Intelligence - Third International Conference on Intelligent Computing, ICIC 2007, Proceedings
出版商Springer Verlag
47-58
页数12
ISBN(印刷版)9783540742012
DOI
出版状态已出版 - 2007
已对外发布
活动3rd International Conference on Intelligent Computing, ICIC 2007 - Qingdao, 中国
期限: 21 8月 200724 8月 2007

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4682 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议3rd International Conference on Intelligent Computing, ICIC 2007
国家/地区中国
Qingdao
时期21/08/0724/08/07

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