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Stability analysis for neural networks with time-varying interval delay
He, Yong; Liu, G. P.; Rees, D.; Wu, Min
Source PublicationIEEE TRANSACTIONS ON NEURAL NETWORKS
2007-11-01
Volume18Issue:6Pages:1850-1854
SubtypeArticle
AbstractThis 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.
KeywordDelay/interval-dependent Stability Neural Networks (Nns) Time-varying Interval Delay
WOS HeadingsScience & Technology ; Technology
WOS KeywordGLOBAL ASYMPTOTIC STABILITY ; LMI-BASED CRITERIA ; ROBUST STABILITY ; EXPONENTIAL STABILITY ; SYSTEMS
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS IDWOS:000250789100025
Citation statistics
Cited Times:252[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9416
Collection09年以前成果
Affiliation1.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
Recommended Citation
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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