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Nonuniform behavior and stability of Hopfield neural networks with delay

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Resumo(s)

Based on a new abstract result on the behavior of nonautonomous delayed equations, we obtain a stability result for the solutions of a general discrete nonautonomous Hopfield neural network model with delay. As an application we improve some existing results on the stability of Hopfield models.

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Palavras-chave

Discrete neural networks Nonautonomous delay equations Asymptotic stability Periodic solutions

Contexto Educativo

Citação

A. Bento, J. Oliveira and C. M. Silva, Nonuniform behavior and stability of Hopfield neural networks with delay, Nonlinearity 30 (2017), 3088–3103

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