Open Access
2012 Stochastic Synchronization of Reaction-Diffusion Neural Networks under General Impulsive Controller with Mixed Delays
Xinsong Yang, Chuangxia Huang, Zhichun Yang
Abstr. Appl. Anal. 2012(SI04): 1-25 (2012). DOI: 10.1155/2012/603535

Abstract

This paper investigates drive-response synchronization of a class of reaction-diffusion neural networks with time-varying discrete and distributed delays via general impulsive control method. Stochastic perturbations in the response system are also considered. The impulsive controller is assumed to be nonlinear and has multiple time-varying discrete and distributed delays. Compared with existing nondelayed impulsive controller, this general impulsive controller is more practical and essentially important since time delays are unavoidable in practical operation. Based on a novel impulsive differential inequality, the properties of random variables and Lyapunov functional method, sufficient conditions guaranteeing the global exponential synchronization in mean square are derived through strict mathematical proof. In our synchronization criteria, the distributed delays in both continuous equation and impulsive controller play important role. Finally, numerical simulations are given to show the effectiveness of the theoretical results.

Citation

Download Citation

Xinsong Yang. Chuangxia Huang. Zhichun Yang. "Stochastic Synchronization of Reaction-Diffusion Neural Networks under General Impulsive Controller with Mixed Delays." Abstr. Appl. Anal. 2012 (SI04) 1 - 25, 2012. https://doi.org/10.1155/2012/603535

Information

Published: 2012
First available in Project Euclid: 5 April 2013

zbMATH: 1256.34064
MathSciNet: MR3004893
Digital Object Identifier: 10.1155/2012/603535

Rights: Copyright © 2012 Hindawi

Vol.2012 • No. SI04 • 2012
Back to Top