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  • 标题:Parameter-range-dependent robust stability conditions for quaternion-valued neural networks with time delays
  • 本地全文:下载
  • 作者:Xiaodong Wang ; Jielin Zhou ; Xiaofeng Chen
  • 期刊名称:Advances in Difference Equations
  • 印刷版ISSN:1687-1839
  • 电子版ISSN:1687-1847
  • 出版年度:2019
  • 卷号:2019
  • 期号:1
  • 页码:1-25
  • DOI:10.1186/s13662-019-2046-z
  • 出版社:Hindawi Publishing Corporation
  • 摘要:In this paper, a model of discrete delayed quaternion-valued neural networks with interval parameter uncertainties is considered. Some sufficient conditions for the existence, uniqueness and globally robust stability of the equilibrium point are obtained. The approach is on the basis of the homeomorphic mapping method, the Lyapunov stability theorem and inequality techniques. Finally, a numerical example is given to demonstrate the application of the obtained results.
  • 关键词:Quaternion-valued ; Neural networks ; Discrete delays ; Robust stability ; Interval parameter uncertainty
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