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  • 标题:Pinning adaptive synchronization of neutral-type coupled neural networks with stochastic perturbation
  • 本地全文:下载
  • 作者:Xiaojie Sun ; Zuhong Feng ; Xueliang Liu
  • 期刊名称:Advances in Difference Equations
  • 印刷版ISSN:1687-1839
  • 电子版ISSN:1687-1847
  • 出版年度:2014
  • 卷号:2014
  • 期号:1
  • 页码:77
  • DOI:10.1186/1687-1847-2014-77
  • 语种:English
  • 出版社:Hindawi Publishing Corporation
  • 摘要:In this paper, by using a pinning adaptive control scheme, we investigate the almost surely synchronization of neutral-type coupled neural networks with stochastic perturbation. Based on Lyapunov stability theory, stochastic analysis, and matrix theory, some sufficient conditions for almost surely synchronization are derived. Furthermore, a numerical example is exhibited to illustrate the validity of the theoretical results.
  • 关键词:synchronization ; neutral-type ; neural networks ; adaptive pinning control ; stochastic perturbation
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