Stability of switched neural networks with time delay

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• 作者：Chao Liu (1)
  Wanping Liu (1)
  Xiaoyang Liu (1)
  Chuandong Li (2)
  Qi Han (3)
  
  1. School of Computer Science and Engineering ; Chongqing University of Technology ; Chongqing ; 400054 ; People鈥檚 Republic of China
  2. College of Electronic and Information Engineering ; Southwest University ; Chongqing ; 400715 ; People鈥檚 Republic of China
  3. School of Electrical and Information Engineering ; Chongqing University of Science and Technology ; Chongqing ; 401331 ; People鈥檚 Republic of China
  
• 关键词：Stability ; Switched neural network ; Time delay ; Multiple Lyapunov function
• 刊名：Nonlinear Dynamics
• 出版年：2015
• 出版时间：February 2015
• 年：2015
• 卷：79
• 期：3
• 页码：2145-2154
• 全文大小：338 KB
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• 刊物类别：Engineering
• 刊物主题：Vibration, Dynamical Systems and Control
  Mechanics
  Mechanical Engineering
  Automotive and Aerospace Engineering and Traffic
  
• 出版者：Springer Netherlands
• ISSN：1573-269X

文摘

In this paper, we consider the stability of switched neural networks with time delay. Some exponentially stable criteria are given by introducing multiple Lyapunov functions. Compared with the previous results, the proposed criteria are convenient and can reflect the impact of dwell time and time delay on the stability of switched neural networks. Finally, two examples are given to illustrate the effectiveness of the proposed results.