New delay-dependent stability criteria for neural networks with time-varying delay

CASIA OpenIR > 09年以前成果

	New delay-dependent stability criteria for neural networks with time-varying delay
	He, Yong ; Liu, Guoping ; Rees, D.
发表期刊	IEEE TRANSACTIONS ON NEURAL NETWORKS
	2007
卷号	18 期号:1 页码:310-314
文章类型	Article
摘要	In 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.
关键词	Delay-dependent Neural Networks (Nns) Time-varying Delay Linear Matrix Inequality (Lmi) Stability
WOS标题词	Science & Technology ; Technology
关键词[WOS]	GLOBAL ASYMPTOTIC STABILITY ; EXPONENTIAL STABILITY ; ROBUST STABILITY ; LMI APPROACH ; 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:000243918400027
引用统计	被引频次：407[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/173211/9387
专题	09年以前成果
作者单位	1.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
推荐引用方式 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.