Improved delay-dependent stability results of recurrent neural networks (Q441000)
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scientific article; zbMATH DE number 6068434
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Improved delay-dependent stability results of recurrent neural networks |
scientific article; zbMATH DE number 6068434 |
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Improved delay-dependent stability results of recurrent neural networks (English)
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19 August 2012
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A class of recurrent neural networks with time-varying delays is studied. The authors construct a new Lyapunov-Krasovskii functional in order to study the asymptotic stability of such nets. Stability criteria are derived by means of linear matrix inequalities. A numerical example is provided by the authors as well.
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delay-dependent
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asymptotic stability
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neural networks
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linear matrix inequality
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0.9656338
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0.95555985
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0.94942975
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0.94810873
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