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
相关论文
共 50 条
[21]   Adaptive synchronization of neural networks with different attractors [J].
Zhang Huaguang Guan Huanxin and Wang Zhanshan School of Information Science and Engineering Northeastern University Shenyang China School of Information Science and Engineering Shenyang Ligong University Shenyang China .
Progress in Natural Science, 2007, (06) :687-695
[22]   Adaptive synchronization of neural networks with different attractors [J].
Zhang, Huaguang ;
Guan, Huanxin ;
Wang, Zhanshan .
PROGRESS IN NATURAL SCIENCE, 2007, 17 (06) :687-695
[23]   Adaptive synchronization of a class of fractional-order complex-valued chaotic neural network with time-delay* [J].
Li, Mei ;
Zhang, Ruo-Xun ;
Yang, Shi-Ping .
CHINESE PHYSICS B, 2021, 30 (12)
[24]   Adaptive synchronization of two time-delayed fractional-order chaotic systems with different structure and different order [J].
Song, Xiaona ;
Song, Shuai ;
Li, Bo .
OPTIK, 2016, 127 (24) :11860-11870
[25]   Adaptive Synchronization of a Class of Chaotic Neural Networks with Time-varying Delays and Uncertain Parameters [J].
Li, Aiping ;
Yang, Dongsheng ;
Yu, Zhengdong ;
Sun, Rencai ;
Zhao, Qingqi .
2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, :2509-+
[26]   Projective lag synchronization of neural networks with time delay [J].
Huang, Junjian ;
Huang, Tingwen ;
Li, Chuandong .
2012 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC 2012), 2012, :201-204
[27]   Global Asymptotic Synchronization of a Class of Chaotic Neural Networks by an Adaptive Method [J].
Wang, Zhanshan ;
Zhang, Rui ;
Jing, Yuanwei .
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, :3187-3192
[28]   Adaptive Synchronization for Delayed Chaotic Memristor-Based Neural Networks [J].
Xin, Youming ;
Cheng, Zunshui .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (02) :601-610
[29]   Adaptive Exponential Synchronization of Chaotic Recurrent Neural Networks with Stochastic Perturbation [J].
Liu, Leipo ;
Song, Xiaona ;
Li, Xiaoqiang .
2012 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS (ICAL), 2012, :332-336
[30]   Adaptive synchronization between chaotic dynamical systems of different order [J].
Bowong, Samuel ;
McClintock, Peter V. E. .
PHYSICS LETTERS A, 2006, 358 (02) :134-141