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Exponential stability of uncertain stochastic neural networks with mixed time-delays - MaRDI portal

Exponential stability of uncertain stochastic neural networks with mixed time-delays (Q2477277)

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Exponential stability of uncertain stochastic neural networks with mixed time-delays
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    Exponential stability of uncertain stochastic neural networks with mixed time-delays (English)
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    13 March 2008
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    The authors consider neural networks described by stochastic Itô type equation with delays, Lipschitz coefficients and parameter uncertainties. To obtain result on exponential stability in the mean square, Lyapunov-Krasovskii stability theory combined with linear matrix inequality approach is applied.
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    stochastic delay neural networks
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    Lyapunov-Krasovskii stability theory
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    LMI
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