New results on passivity for discrete-time stochastic neural networks with time-varying delays (Q1665393)
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scientific article; zbMATH DE number 6926089
| Language | Label | Description | Also known as |
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| English | New results on passivity for discrete-time stochastic neural networks with time-varying delays |
scientific article; zbMATH DE number 6926089 |
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New results on passivity for discrete-time stochastic neural networks with time-varying delays (English)
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27 August 2018
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Summary: The problem of passivity analysis for discrete-time stochastic neural networks with time-varying delays is investigated in this paper. New delay-dependent passivity conditions are obtained in terms of linear matrix inequalities. Less conservative conditions are obtained by using integral inequalities to aid in the achievement of criteria ensuring the positiveness of the Lyapunov-Krasovskii functional. At last, numerical examples are given to show the effectiveness of the proposed method.
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