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  • 标题:State estimation for complex-valued memristive neural networks with time-varying delays
  • 本地全文:下载
  • 作者:Runan Guo ; Ziye Zhang ; Ming Gao
  • 期刊名称:Advances in Difference Equations
  • 印刷版ISSN:1687-1839
  • 电子版ISSN:1687-1847
  • 出版年度:2018
  • 卷号:2018
  • 期号:1
  • 页码:118
  • DOI:10.1186/s13662-018-1575-1
  • 语种:English
  • 出版社:Hindawi Publishing Corporation
  • 摘要:This paper focuses on the state estimation problem for complex-valued memristive neural networks with time-varying delays. By utilizing Lyapunov stability theory and some matrix inequality techniques, based on a novel Lyapunov functional, a sufficient delay-dependent condition which guarantees that the error-state system is global asymptotically stable is firstly derived for the addressed system, and a suitable state estimator is also designed. Finally, an example is given to illustrate the present method.
  • 关键词:State estimation ; Memristive neural networks ; Complex-valued systems ; Time-varying delays
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