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Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays
Wan, AH; Qiao, H; Peng, JG; Wang, MS
2006-04-24
发表期刊PHYSICS LETTERS A
卷号353期号:2-3页码:151-157
文章类型Article
摘要The global exponential stability is investigated for a class of generalized Cohen-Grossberg neural networks with discrete delays. By means of the combination of the nonlinear measure approach and constructing a novel Lyapunov functional together with some nonlinear functional analysis and inequality techniques, general sufficient conditions are obtained for the existence, uniqueness and global exponential stability of equilibrium of the delayed neural networks, which are mild and independent of the delays. The new criteria do not require the boundedness, monotonicity and differentiability assumptions of the normal and the delayed activation functions. Our results generalize and improve many existing ones. (c) 2005 Elsevier B.V. All rights reserved.
关键词Cohen-grossberg Neural Networks Global Exponential Stability Discrete Delays Nonlinear Measure Lyapunov Functional
WOS标题词Science & Technology ; Physical Sciences
关键词[WOS]TRANSMISSION DELAYS ; GLOBAL STABILITY
收录类别SCI
语种英语
WOS研究方向Physics
WOS类目Physics, Multidisciplinary
WOS记录号WOS:000236631400008
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9374
专题09年以前成果
作者单位1.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
2.Xi An Jiao Tong Univ, Fac Sci, Inst Informat & Syst Sci, Xian 710049, Peoples R China
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GB/T 7714
Wan, AH,Qiao, H,Peng, JG,et al. Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays[J]. PHYSICS LETTERS A,2006,353(2-3):151-157.
APA Wan, AH,Qiao, H,Peng, JG,&Wang, MS.(2006).Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays.PHYSICS LETTERS A,353(2-3),151-157.
MLA Wan, AH,et al."Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays".PHYSICS LETTERS A 353.2-3(2006):151-157.
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