Delay-dependent asymptotic stability for neural networks with time-varying delays

We study the dynamical behavior of a class of neural network models with time-varying delays. By constructing suitable Lyapunov functionals, we obtain sufficient delay-dependent criteria to ensure local and global asymptotic stability of the equilibrium of the neural network. Our results are applied...

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Bibliographic Details
Main Authors: Xiaofeng Liao, Xiaofan Yang, Wei Zhang
Format: Article
Language:English
Published: Hindawi Limited 2006-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/DDNS/2006/91725