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Exponential stability of delayed and impulsive cellular neural networks with partially Lipschitz continuous activation functions

โœ Scribed by Xueli Song; Xing Xin; Wenpo Huang

Book ID
113817049
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
323 KB
Volume
29-30
Category
Article
ISSN
0893-6080

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Global asymptotical stability of continuous-time delayed neural networks without global Lipschitz activation functions
โœ Yong Tan; Mingjia Tan ๐Ÿ“‚ Article ๐Ÿ“… 2009 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 239 KB

This paper investigates the global asymptotic stability of equilibrium for a class of continuous-time neural networks with delays. Based on suitable Lyapunov functionals and the homeomorphism theory, some sufficient conditions for the existence and uniqueness of the equilibrium point are derived. Th