Boundedness and global stability for nonautonomous recurrent neural networks with distributed delays (Q936746)
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scientific article; zbMATH DE number 5313990
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Boundedness and global stability for nonautonomous recurrent neural networks with distributed delays |
scientific article; zbMATH DE number 5313990 |
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Boundedness and global stability for nonautonomous recurrent neural networks with distributed delays (English)
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19 August 2008
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The paper studies nonautonomous recurrent neural networks with infinite distributed delay. By constructing a Lyapunov functional, introducing ingeniously many real parameters and utilizing the techniques of inequalities, the authors establish a series of criteria on the ultimate boundedness, global asymptotic stability and global exponential stability. Numerical examples are given to illustrate the effectiveness and less conservativeness of the results.
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nonautonomous recurrent neural networks
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boundedness
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stability
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