Dynamical analysis for high-order delayed Hopfield neural networks with impulses (Q1925442)
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scientific article; zbMATH DE number 6116457
| Language | Label | Description | Also known as |
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| English | Dynamical analysis for high-order delayed Hopfield neural networks with impulses |
scientific article; zbMATH DE number 6116457 |
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Dynamical analysis for high-order delayed Hopfield neural networks with impulses (English)
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18 December 2012
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Summary: The global exponential stability and uniform stability of the equilibrium point for high-order delayed Hopfield neural networks with impulses are studied. By utilizing Lyapunov functional method, the quality of negative definite matrix, and the linear matrix inequality approach, some new stability criteria for such system are derived. The results are related to the size of delays and impulses. Two examples are also given to illustrate the effectiveness of our results.
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global exponential stability
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uniform stability
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