Stability and passivity analysis for uncertain discrete-time neural networks with time-varying delay

doi:10.1016/j.neucom.2015.09.043

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	Stability and passivity analysis for uncertain discrete-time neural networks with time-varying delay
	Shu, Yanjun 1; Liu, Xinge 1; Liu, Yajuan 2
	2016-01-15
发表期刊	NEUROCOMPUTING
ISSN	0925-2312
卷号	173 页码:1706-1714
摘要	In this paper, the problem of stability and passivity analysis for uncertain discrete-time neural networks with time-varying delay is investigated. By constructing a new Lyapunov-Krasovskii functional and employing a novel summation inequality which is a discrete-time counterpart of the Wirtinger-based integral inequality, a less conservative robust stability criterion is derived in terms of linear matrix inequalities. Furthermore, a new sufficient condition is established to assure the considered neural networks to be passive. Several numerical examples are provided to demonstrate the effectiveness of the proposed method. (C) 2015 Elsevier B.V. All rights reserved.
关键词	Discrete-time neural networks Time-varying delay Stability Passivity Summation inequality
DOI	10.1016/j.neucom.2015.09.043
语种	英语
资助项目	National Nature Science Foundation of China[61271355] ; National Nature Science Foundation of China[61375063] ; Zhong Nan Da Xue Foundation[2015JGB21]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000366879800122
出版者	ELSEVIER SCIENCE BV
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/21574
专题	中国科学院数学与系统科学研究院
通讯作者	Liu, Xinge
作者单位	1.Cent S Univ, Sch Math & Stat, Changsha 410083, Hunan, Peoples R China 2.Acad Sinica, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Shu, Yanjun,Liu, Xinge,Liu, Yajuan. Stability and passivity analysis for uncertain discrete-time neural networks with time-varying delay[J]. NEUROCOMPUTING,2016,173:1706-1714.
APA	Shu, Yanjun,Liu, Xinge,&Liu, Yajuan.(2016).Stability and passivity analysis for uncertain discrete-time neural networks with time-varying delay.NEUROCOMPUTING,173,1706-1714.
MLA	Shu, Yanjun,et al."Stability and passivity analysis for uncertain discrete-time neural networks with time-varying delay".NEUROCOMPUTING 173(2016):1706-1714.