Robust global exponential stability of Cohen-Grossberg neural networks with time delays

Authors:
Tianping Chen;Libin Rong
Affiliations:
Inst. of Math., Fudan Univ., Shanghai, China;-
Venue:
IEEE Transactions on Neural Networks
Year:
2004

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Abstract

The authors discuss delayed Cohen-Grossberg neural network models and investigate their global exponential stability of the equilibrium point for the systems. A set of sufficient conditions ensuring robust global exponential convergence of the Cohen-Grossberg neural networks with time delays are given.