Global exponential stability of periodic solution for neutral-type complex-valued neural networks (Q1677687)
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scientific article; zbMATH DE number 6806273
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Global exponential stability of periodic solution for neutral-type complex-valued neural networks |
scientific article; zbMATH DE number 6806273 |
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Global exponential stability of periodic solution for neutral-type complex-valued neural networks (English)
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13 November 2017
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Summary: This paper deals with a class of neutral-type complex-valued neural networks with delays. By means of Mawhin's continuation theorem, some criteria on existence of periodic solutions are established for the neutral-type complex-valued neural networks. By constructing an appropriate Lyapunov-Krasovskii functional, some sufficient conditions are derived for the global exponential stability of periodic solutions to the neutral-type complex-valued neural networks. Finally, numerical examples are given to show the effectiveness and merits of the present results.
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