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New delay-dependent stability criteria for neural networks with time-varying delay
He, Yong; Liu, Guoping; Rees, D.
Source PublicationIEEE TRANSACTIONS ON NEURAL NETWORKS
2007
Volume18Issue:1Pages:310-314
SubtypeArticle
AbstractIn this letter, a new method is proposed for stability analysis of neural networks (NNs) with a time-varying delay. Some less conservative delay-dependent stability criteria are established by considering the additional useful terms, which were ignored in previous methods, when estimating the upper bound of the derivative of Lyapunov functionals and introducing the new free-weighting matrices. Numerical examples are given to demonstrate the effectiveness and the benefits of the proposed method.
KeywordDelay-dependent Neural Networks (Nns) Time-varying Delay Linear Matrix Inequality (Lmi) Stability
WOS HeadingsScience & Technology ; Technology
WOS KeywordGLOBAL ASYMPTOTIC STABILITY ; EXPONENTIAL STABILITY ; ROBUST STABILITY ; LMI APPROACH ; 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:000243918400027
Citation statistics
Cited Times:363[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9387
Collection09年以前成果
Affiliation1.Univ Glamorgan, Fac Adv Technol, Pontypridd CF37 1DL, M Glam, Wales
2.Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China
3.Chinese Acad Sci, CSIS Lab, Inst Automat, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
He, Yong,Liu, Guoping,Rees, D.. New delay-dependent stability criteria for neural networks with time-varying delay[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2007,18(1):310-314.
APA He, Yong,Liu, Guoping,&Rees, D..(2007).New delay-dependent stability criteria for neural networks with time-varying delay.IEEE TRANSACTIONS ON NEURAL NETWORKS,18(1),310-314.
MLA He, Yong,et al."New delay-dependent stability criteria for neural networks with time-varying delay".IEEE TRANSACTIONS ON NEURAL NETWORKS 18.1(2007):310-314.
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