The p th moment exponential stability of stochastic cellular neural networks with impulses
Xiaoai Li, Jiezhong Zou, Enwen Zhu · Advances in Difference Equations · 2013
This paper studies the p th 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 p th 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.