Exponential synchronization of neural networks with time-varying delays

doi:10.1016/j.na.2009.01.243

LZUFE-KMS

	Exponential synchronization of neural networks with time-varying delays
	Gao, Xiuzhi ; Zhong, Shouming ; Gao, Fengyin
	2009-09
发表期刊	NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS
卷号	71 期号:5-6 页码:2003-2011
摘要	In this paper, we study the problem of exponential synchronization of a class of neural networks with time-varying delays. By utilizing the Lyapunov functional method and combining it with linear matrix inequality approach, we obtain the exponential synchronization of the derive-response structure of neural networks. Some sufficient conditions for the exponential synchronization of neural networks are given in terms of the feasible solution to the LMIs, which can be solved by various convex optimization algorithms. A numerical example is given to illustrate the proposed theory. (C) 2009 Elsevier Ltd. All rights reserved.
关键词	Chaotic systems Neural networks Synchronization Lyapunov functional Linear matrix inequality
DOI	10.1016/j.na.2009.01.243
收录类别	SCI ; EI ; SCOPUS ; SCIE
ISSN	0362-546X
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied ; Mathematics
WOS记录号	WOS:000267127100060
出版者	PERGAMON-ELSEVIER SCIENCE LTD
EI入藏号	20092012086872
原始文献类型	Article
引用统计	被引频次：42[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.lzufe.edu.cn/handle/39EH0E1M/14885
专题	兰州财经大学
作者单位	1.Lanzhou Univ Finance & Econ, Longqiao Coll, Dept Math, Lanzhou 730101, Peoples R China; 2.Univ Elect Sci & Technol China, Dept Appl Math, Chengdu 610054, Peoples R China; 3.Sch AF Engn Univ, Dept Appl Math & Phys, Xian 710051, Peoples R China
推荐引用方式 GB/T 7714	Gao, Xiuzhi,Zhong, Shouming,Gao, Fengyin. Exponential synchronization of neural networks with time-varying delays[J]. NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS,2009,71(5-6):2003-2011.
APA	Gao, Xiuzhi,Zhong, Shouming,&Gao, Fengyin.(2009).Exponential synchronization of neural networks with time-varying delays.NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS,71(5-6),2003-2011.
MLA	Gao, Xiuzhi,et al."Exponential synchronization of neural networks with time-varying delays".NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS 71.5-6(2009):2003-2011.

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