Robust stability of stochastic fuzzy delayed neural networks with impulsive time window
Wang, Xin1; Yu, Junzhi2; Li, Chuandong1; Wang, Hui3; Huang, Tingwen4; Huang, Junjian5
2015-07-01
发表期刊NEURAL NETWORKS
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
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被引频次:22[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
专题复杂系统管理与控制国家重点实验室_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
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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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