文献类型：期刊文献

英文题名：Analyzing inner and outer synchronization between two coupled discrete-time networks with time delays

作者：Sun, Weigang[1,2];Wang, Rubin[1];Wang, Weixiang[3];Cao, Jianting[4]

机构：[1]E China Univ Sci & Technol, Inst Cognit Neurodynam, Sch Informat Sci & Engn, Dept Math,Sch Sci, Shanghai 200237, Peoples R China;[2]Hangzhou Dianzi Univ, Sch Sci, Hangzhou 310018, Zhejiang, Peoples R China;[3]Shanghai Second Polytech Univ, Dept Math, Shanghai 201209, Peoples R China;[4]Saitama Inst Technol, Dept Human Robot, Saitama 3690293, Japan

年份：2010

卷号：4

期号：3

起止页码：225

外文期刊名：COGNITIVE NEURODYNAMICS

收录：;WOS:【SCI-EXPANDED(收录号:WOS:000280782500007)】；

基金：This work was supported by the National Natural Science Foundation of China (Nos. 10672057, 10872068 and 10872119), the Fundamental Research Funds for the Central Universities and Research Foundation of Hangzhou Dianzi University.

语种：英文

外文关键词：Complex networks; Inner synchronization; Outer synchronization

摘要：This paper studies two kinds of synchronization between two discrete-time networks with time delays, including inner synchronization within each network and outer synchronization between two networks. Based on Lyapunov stability theory and linear matrix inequality (LMI), sufficient conditions for two discrete-time networks to be asymptotic stability are derived in terms of LMI. Finally numerical examples are given to illustrate the effectiveness of our derived results. The theoretical understanding provides insights into the dynamics of two or more neural networks with appropriate couplings.