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Exponential stability of the steady state of reaction diffusion Hopfield neural networks. (English) Zbl 1020.35035

The authors have studied the exponential stability of the steady state of a reaction diffusion Hopfield neural network by the method of upper and lower solutions. Here, the reaction term is assumed to be quasi-monotone increasing. The domain of attraction has also been described.

MSC:

35K57 Reaction-diffusion equations
35B40 Asymptotic behavior of solutions to PDEs
35B35 Stability in context of PDEs