• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 22 Issue 6
Mar.  2010
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Article Contents
XU Xiaohui, CAO Yu, ZHANG Jiye. Global Exponential Synchronization of Impulsive Chaotic Neural Networks[J]. Journal of Southwest Jiaotong University, 2009, 22(6): 887-892.
Citation: XU Xiaohui, CAO Yu, ZHANG Jiye. Global Exponential Synchronization of Impulsive Chaotic Neural Networks[J]. Journal of Southwest Jiaotong University, 2009, 22(6): 887-892.

Global Exponential Synchronization of Impulsive Chaotic Neural Networks

  • Received Date: 16 Oct 2008
  • Publish Date: 20 Jan 2010
  • To study the dynamical behaviors of impulsive neural networks,the global exponential synchronization of a class of impulsive chaotic neural networks with time-varying delays was analyzed based on the conception of drive-response.On the assumption that the activation functions increased monotonously,inequalities were constructed using weighted coefficients,self-feedback functions and activation functions of the neural network.The equations of sufficient condition for global exponential synchronization of drive and response systems were obtained based on the theory of vector Lyapunov function,and all the equations were negative.The result of a numerical simulation demonstrated the correctness of the sufficient condition.

     

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