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Dynamics of bidirectional associative memory networks with distributed delays and reaction-diffusion terms - MaRDI portal

Dynamics of bidirectional associative memory networks with distributed delays and reaction-diffusion terms (Q864233)

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scientific article; zbMATH DE number 5125051
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Dynamics of bidirectional associative memory networks with distributed delays and reaction-diffusion terms
scientific article; zbMATH DE number 5125051

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    Dynamics of bidirectional associative memory networks with distributed delays and reaction-diffusion terms (English)
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    13 February 2007
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    A system of two nonlinear reaction-diffusion equations, including distributed time delays and time-periodic forcing, is studied. The system is motivated as a model for an associative memory neural network. It is proved that, under appropriate conditions, the system has a unique periodic solution (with the same period as that of the forcing), which is globally exponentially stable.
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    stability
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    Lyapunov functional
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    \(M\)-matrix
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    time-periodic forcing
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