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Input-to-state stability for dynamical neural networks with time-varying delays - MaRDI portal

Input-to-state stability for dynamical neural networks with time-varying delays (Q1938179)

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scientific article; zbMATH DE number 6134070
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Input-to-state stability for dynamical neural networks with time-varying delays
scientific article; zbMATH DE number 6134070

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    Input-to-state stability for dynamical neural networks with time-varying delays (English)
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    4 February 2013
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    Summary: A class of dynamical neural network models with time-varying delays is considered. By employing the Lyapunov-Krasovskii functional method and linear matrix inequalities, some new sufficient conditions ensuring the input-to-state stability property of the nonlinear network systems are obtained. Finally, numerical examples are provided to illustrate the efficiency of the derived results.
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