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The pth moment exponential stability of stochastic cellular neural networks with impulses

DOI: 10.1186/1687-1847-2013-6

Keywords: pth moment exponentially stable, stochastic cellular neural network, impulses, Razumikhin theory

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Abstract:

This paper studies the pth moment exponential stability of stochastic cellular neural networks with time-varying delays under impulsive perturbations. Based on the Lyapunov function, Razumikhin theory, stochastic analysis and differential inequality technique, criteria on the pth moment exponential stability of this model are derived. These results generalize and improve some of the existing ones. A numerical example illustrates the effectiveness and improvements of our results.

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