Global robust stability for delayed neural networks with polytopic type uncertainties

doi:10.1016/j.chaos.2005.04.005

科研成果详情

发表状态	已发表Published
题名	Global robust stability for delayed neural networks with polytopic type uncertainties
作者	He, Yong 1; Wang, Qingguo1 ; Zheng, Wei Xing 2
发表日期	2005
发表期刊	Chaos, Solitons and Fractals
ISSN/eISSN	0960-0779
卷号	26 期号:5 页码:1349-1354
摘要	In this paper, global robust stability for delayed neural networks is studied. First the free-weighting matrices are employed to express the relationship between the terms in the system equation, and a stability condition for delayed neural networks is derived by using the S-procedure. Then this result is extended to establish a global robust stability criterion for delayed neural networks with polytopic type uncertainties. A numerical example given in [IEEE Trans Circuits Syst II 52 (2005) 33-36] for interval delayed neural networks is investigated. The effectiveness of the presented global robust stability criterion and its improvement over the existing results are demonstrated. © 2005 Elsevier Ltd. All rights reserved.
DOI	10.1016/j.chaos.2005.04.005
URL	查看来源
收录类别	SCIE
语种	英语English
WOS研究方向	Mathematics ; Physics
WOS类目	Mathematics, Interdisciplinary Applications ; Physics, Multidisciplinary ; Physics, Mathematical
WOS记录号	WOS:000230330800010
引用统计	被引频次：76[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/3870
专题	个人在本单位外知识产出
作者单位	1.Department of Electrical and Computer Engineering, National University of Singapore, 10 Kent Ridge Crescent, Singapore 119260, Singapore 2.School of QMMS, University of Western Sydney, Penrith South DC, NSW 1797, Australia
推荐引用方式 GB/T 7714	He, Yong,Wang, Qingguo,Zheng, Wei Xing. Global robust stability for delayed neural networks with polytopic type uncertainties[J]. Chaos, Solitons and Fractals, 2005, 26(5): 1349-1354.
APA	He, Yong, Wang, Qingguo, & Zheng, Wei Xing. (2005). Global robust stability for delayed neural networks with polytopic type uncertainties. Chaos, Solitons and Fractals, 26(5), 1349-1354.
MLA	He, Yong,et al."Global robust stability for delayed neural networks with polytopic type uncertainties". Chaos, Solitons and Fractals 26.5(2005): 1349-1354.