Adaptive synchronization between two different chaotic neural networks with time delay

被引:145
作者
Zhang, Huaguang [1 ]
Xie, Yinghui
Wang, Zhiliang
Zheng, Chengde
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110004, Liaonong, Peoples R China
[2] Educ Minist, Key Lab Integrated Automat Proc Ind, Shenyang 110004, Liaonong, Peoples R China
[3] ShenYang Artillery Inst, Dept Fdn, Shenyang 110163, Liaoning, Peoples R China
[4] Dalian Jiaotong Univ, Dept Math, Dalian 116028, Liaoning, Peoples R China
来源
IEEE TRANSACTIONS ON NEURAL NETWORKS | 2007年 / 18卷 / 06期
基金
中国国家自然科学基金;
关键词
adaptive synchronization; chaotic Neural Networks (NNs); time delay;
D O I
10.1109/TNN.2007.902958
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This letter presents an adaptive synchronization scheme between two different kinds of delayed chaotic neural networks (NN's) with partly unknown parameters. An adaptive controller is designed to guarantee the global asymptotic synchronization of state trajectories for two different chaotic NNs with time delay. An illustrative example is given to demonstrate the effectiveness of the present method.
引用
收藏
页码:1841 / 1845
页数:5
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