Delay-dependent stochastic stability of delayed Hopfield neural networks with Markovian jump parameters (Q864693)
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scientific article; zbMATH DE number 5124070
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| English | Delay-dependent stochastic stability of delayed Hopfield neural networks with Markovian jump parameters |
scientific article; zbMATH DE number 5124070 |
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Delay-dependent stochastic stability of delayed Hopfield neural networks with Markovian jump parameters (English)
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12 February 2007
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The authors consider a coupled system of \(n\) nonlinear differential equations with a single time lag -- a continuous Hopfield model in which some parameters vary in time according to a Markov jump process. They establish stochastic asymptotic stability in terms of the solvability of a certain linear matrix inequality.
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Hopfield model
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Markov jump process
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delay equation
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