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

文献类型：期刊论文

作者Shu, Yanjun1; Liu, Xinge1; Liu, Yajuan2
刊名NEUROCOMPUTING
出版日期2016-01-15
卷号173页码:1706-1714
关键词Discrete-time neural networks Time-varying delay Stability Passivity Summation inequality
ISSN号0925-2312
DOI10.1016/j.neucom.2015.09.043
英文摘要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.
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
语种英语
WOS记录号WOS:000366879800122
出版者ELSEVIER SCIENCE BV
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/21573]  
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.

入库方式： OAI收割

来源：数学与系统科学研究院

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