Adaptive lag synchronization in unknown stochastic chaotic neural networks with discrete and distributed time-varying delays

作者：Tang, Yang^*; Qiu, Runhe; Fang, Jian an; Miao, Qingying; Xia, Min

来源：Physics Letters A, 2008, 372(24): 4425-4433.

DOI：10.1016/j.physleta.2008.04.032

• chaotic neural networks
• adaptive feedback synchronization
• discrete and distributed time-varying delays
• stochastic system
• parameters identification

In this Letter, we have dealt with the problem of lag synchronization and parameter identification for a class of chaotic neural networks with stochastic perturbation, which involve both the discrete and distributed time-varying delays. By the adaptive feedback technique, several sufficient conditions have been derived to ensure the synchronization of stochastic chaotic neural networks. Moreover, all the connection weight matrices can be estimated while the lag synchronization is achieved in mean square at the same time. The corresponding simulation results are given to show the effectiveness of the proposed method.

• 出版日期2008-6-9
• 单位东华大学; 上海交通大学