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Title |
Stability analysis for stochastic Cohen-Grossberg neural network with distributed delays and reaction diffusion terms |
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Author |
Kun Hu, Qiankun Song |
| Citation |
Vol. 8 No. 7 pp. 144-152 |
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Abstract |
This paper mainly deals with the almost surely exponential stability and exponential p-th moment stability for a class of stochastic Cohen?Grossberg neural networks with distributed delays and reaction?diffusion term. By constructing suitable Lyapunov functional, employing the nonnegative semi-martingale convergence theorem and applying matrix theory and stochastic analysis technique, two delay-independent and easily verifiable sufficient conditions are obtained to ensure the existence, uniqueness, almost surely exponential stability and exponential p-th moment stability of the equilibrium point for the addressed stochastic Cohen-Grossberg neural network with distributed delays and reaction-diffusion terms. |
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Keywords |
Cohen?Grossberg neural network; almost surely exponential stability; exponential p-th moment stability. |
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