Dynamical behaviors of stochastic reaction-diffusion Cohen-Grossberg neural networks with delays (Q696056)
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scientific article; zbMATH DE number 6116379
| Language | Label | Description | Also known as |
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| English | Dynamical behaviors of stochastic reaction-diffusion Cohen-Grossberg neural networks with delays |
scientific article; zbMATH DE number 6116379 |
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Dynamical behaviors of stochastic reaction-diffusion Cohen-Grossberg neural networks with delays (English)
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18 December 2012
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Summary: We investigate dynamical behaviors of stochastic Cohen-Grossberg neural network with delays and reaction diffusion. By employing Lyapunov method, Poincaré inequality and matrix technique, some sufficient criteria on ultimate boundedness, weak attractor, and asymptotic stability are obtained. Finally, a numerical example is given to illustrate the correctness and effectiveness of our theoretical results.
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stochastic Cohen-Grossberg neural network with delays
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reaction diffusion network
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Lyapunov method
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Poincaré inequality
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matrix technique
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