首页    期刊浏览 2024年11月30日 星期六
登录注册

文章基本信息

  • 标题:Global asymptotic stability of piecewise homogeneous Markovian jump BAM neural networks with discrete and distributed time-varying delays
  • 本地全文:下载
  • 作者:Wu Wen ; Yuanhua Du ; Shouming Zhong
  • 期刊名称:Advances in Difference Equations
  • 印刷版ISSN:1687-1839
  • 电子版ISSN:1687-1847
  • 出版年度:2016
  • 卷号:2016
  • 期号:1
  • 页码:60
  • DOI:10.1186/s13662-016-0758-x
  • 语种:English
  • 出版社:Hindawi Publishing Corporation
  • 摘要:In this paper, the issue of a global asymptotic stability analysis is developed for piecewise homogeneous Markovian jump BAM neural networks with mixed time delays. By establishing the Lyapunov functional, using mode-dependent discrete delay and applying the linear matrix inequality (LMI) method, a novel sufficient condition is obtained to guarantee the stability of the considered system. A numerical example is provided to demonstrate the feasibility and effectiveness of the proposed results.
  • 关键词:BAM neural networks ; linear matrix inequality ; piecewise homogeneous ; Markovian jump ; distributed ; time-varying delays ; Lyapunov-Krasovskii functional
国家哲学社会科学文献中心版权所有