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Stability analysis for neural networks with time-varying interval delay
He, Yong; Liu, G. P.; Rees, D.; Wu, Min
2007-11-01
发表期刊IEEE TRANSACTIONS ON NEURAL NETWORKS
卷号18期号:6页码:1850-1854
文章类型Article
摘要This letter is concerned with the stability analysis of neural networks (NNs) with time-varying interval delay. The relationship between the time-varying delay and its lower and upper bounds is taken into account when estimating the upper bound of the derivative of Lyapunov functional. As a result, some improved delay/interval-dependent stability criteria for NNs with time-varying interval delay are proposed. Numerical examples are given to demonstrate the effectiveness and the merits of the proposed method.
关键词Delay/interval-dependent Stability Neural Networks (Nns) Time-varying Interval Delay
WOS标题词Science & Technology ; Technology
关键词[WOS]GLOBAL ASYMPTOTIC STABILITY ; LMI-BASED CRITERIA ; ROBUST STABILITY ; EXPONENTIAL STABILITY ; SYSTEMS
收录类别SCI
语种英语
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号WOS:000250789100025
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9416
专题09年以前成果
作者单位1.Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China
2.Univ Glamorgan, Fac Adv Technol, Pontypridd CF37 1DL, M Glam, Wales
3.Chinese Acad Sci, Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714
He, Yong,Liu, G. P.,Rees, D.,et al. Stability analysis for neural networks with time-varying interval delay[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2007,18(6):1850-1854.
APA He, Yong,Liu, G. P.,Rees, D.,&Wu, Min.(2007).Stability analysis for neural networks with time-varying interval delay.IEEE TRANSACTIONS ON NEURAL NETWORKS,18(6),1850-1854.
MLA He, Yong,et al."Stability analysis for neural networks with time-varying interval delay".IEEE TRANSACTIONS ON NEURAL NETWORKS 18.6(2007):1850-1854.
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