On p th moment exponential stability of stochastic fuzzy cellular neural networks with time-varying delays and impulses
Pei-Ying Xiong, Lihong Huang · Advances in Difference Equations · 2013
This paper is concerned with the p th moment exponential stability of fuzzy cellular neural networks with time-varying delays under impulsive perturbations and stochastic noises. Based on the Lyapunov function, stochastic analysis and differential inequality technique, a set of novel sufficient conditions on p th moment exponential stability of the system are derived. These results generalize and improve some of the existing ones. Moreover, an illustrative example is given to demonstrate the effectiveness of the results obtained.