Exponential stability of Cohen-Grossberg neural networks.
other · Level V
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- Record sourced from PubMed, PMID 12125894.
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Abstract
Exponential stabilities of the Cohen-Grossberg neural network with and without delays are analyzed. By Liapunov functions/functionals, sufficient conditions are obtained for general exponential stability, while by using a comparison result from the theory of monotone dynamical systems, componentwise exponential stability is also discussed. All results are established without assuming any symmetry of the connection matrix, and the differentiability and monotonicity of the activation functions.
Medical subject headings
- Neural Networks, Computer