Finite-time synchronization of uncertain coupled switched neural networks under asynchronous switching

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• 作者：Yuanyuan Wu^a ; ^b ; Jinde Cao^a ; ^c ; ^{jdcao@seu.edu.cn} ; Qingbo Li^d ; Ahmed Alsaedi^e ; Fuad E. Alsaadi^f
• 关键词：Finite-time synchronization ; Coupled switched neural networks ; Asynchronous switching ; Lyapunov-like functional ; Average dwell time
• 刊名：Neural Networks
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：85
• 期：Complete
• 页码：128-139
• 全文大小：860 K
• 卷排序：85

文摘

This paper deals with the finite-time synchronization problem for a class of uncertain coupled switched neural networks under asynchronous switching. By constructing appropriate Lyapunov-like functionals and using the average dwell time technique, some sufficient criteria are derived to guarantee the finite-time synchronization of considered uncertain coupled switched neural networks. Meanwhile, the asynchronous switching feedback controller is designed to finite-time synchronize the concerned networks. Finally, two numerical examples are introduced to show the validity of the main results.