Robust stability of stochastic fuzzy delayed neural networks with impulsive time window

	Robust stability of stochastic fuzzy delayed neural networks with impulsive time window
	Wang, Xin1 ; Yu, Junzhi2 ; Li, Chuandong 1; Wang, Hui 3; Huang, Tingwen 4; Huang, Junjian 5
发表期刊	NEURAL NETWORKS
	2015-07-01
卷号	67 期号:6 页码:84-91
文章类型	Article
摘要	The urgent problem of impulsive moments which cannot be determined in advance brings new challenges beyond the conventional impulsivesystems theory. In order to solve this problem, the novel concept of impulsive time window is proposed in this paper. And the stability problem ofstochastic fuzzy uncertain delayed neural networks with impulsive time window is investigated. By combining the discretized Lyapunov function approach with mathematical induction method, several novel and easy-to-check sufficient conditions concerning the impulsive time window are derived to ensure that the model considered here is exponentially stable in mean square. Numerical simulations are presented to further demonstrate the effectiveness of the proposed stability criterion.
关键词	Robust Stability Stochastic Fuzzy Neural Networks Impulsive Time Window
WOS标题词	Science & Technology ; Technology ; Life Sciences & Biomedicine
关键词[WOS]	GLOBAL EXPONENTIAL STABILITY ; VARYING DELAYS ; SYSTEMS ; SYNCHRONIZATION ; CONSENSUS ; DISCRETE ; AVERAGE
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Neurosciences & Neurology
WOS类目	Computer Science, Artificial Intelligence ; Neurosciences
WOS记录号	WOS:000356198400007
引用统计	被引频次：43[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/7934
专题	复杂系统认知与决策实验室_先进机器人
通讯作者	Wang, Xin
作者单位	1. College of Electronic and Information Engineering, Southwest University, Chongqing, China 2.Institute of Automation, Chinese Academy of Sciences, Beijing, China 3.College of Mathematics Science, Chongqing Normal University, Chongqing, China 4.Texas A andM University at Qatar, P.O.Box 23874, Doha, Qatar 5.Department of Computer Science, Chongqing University of Education, Chongqing, China
推荐引用方式 GB/T 7714	Wang, Xin,Yu, Junzhi,Li, Chuandong,et al. Robust stability of stochastic fuzzy delayed neural networks with impulsive time window[J]. NEURAL NETWORKS,2015,67(6):84-91.
APA	Wang, Xin,Yu, Junzhi,Li, Chuandong,Wang, Hui,Huang, Tingwen,&Huang, Junjian.(2015).Robust stability of stochastic fuzzy delayed neural networks with impulsive time window.NEURAL NETWORKS,67(6),84-91.
MLA	Wang, Xin,et al."Robust stability of stochastic fuzzy delayed neural networks with impulsive time window".NEURAL NETWORKS 67.6(2015):84-91.

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