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  • 标题:Design disturbance attenuating controller for memristive recurrent neural networks with mixed time-varying delays
  • 本地全文:下载
  • 作者:Jianying Xiao ; Shouming Zhong ; Fang Xu
  • 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:189
  • DOI:10.1186/s13662-018-1641-8
  • 语种:English
  • 出版社:Hindawi Publishing Corporation
  • 摘要:This paper investigates the design of disturbance attenuating controller for memristive recurrent neural networks (MRNNs) with mixed time-varying delays. By applying the combination of differential inclusions, set-valued maps and Lyapunov–Razumikhin, a feedback control law is obtained in the simple form of linear matrix inequality (LMI) to ensure disturbance attenuation of memristor-based neural networks. Finally, a numerical example is given to show the effectiveness of the proposed criteria.
  • 关键词:Memristor ; Disturbance attenuating control ; Filippov ; Time-varying delays ; Lyapunov–Razumikhin Theorem
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