| Adaptive synchronization of neural networks with different attractors |
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| 作者姓名： | Zhang Huaguang Guan Huanxin and Wang Zhanshan |
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| 作者单位： | 1. School of Information Science and Engineering，Northeastern University，Shenyang 110004，China; 2. School of Information Science and Engineering，Shenyang Ligong University，Shenyang 110168，China |
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| 基金项目： | Supported by National Natural Science Foundation of China (Grant Nos 60534010 ,60572070 and 60521003)，the Programfor ChangjiangScholars and Innovative Research Teamin University |
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| 摘 要： | This paper aims to present an adaptive control scheme for the synchronization of two classes of uncertain neural networks with different attractors. A new sufficient condition for the global synchronization of two kinds of neural networks with different attractors is derived. The proposed control method is efficient and easy to be implemented. Numerical simulation is used to show the effectiveness of the obtained result.
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Adaptive synchronization of neural networks with different attractors |
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| Authors: | Zhang Huaguang Guan Huanxin and Wang Zhanshan |
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| Institution: | 1. School of Information Science and Engineering, Northeastern University, Shenyang 110004, China; 2. School of Information Science and Engineering, Shenyang Ligong University, Shenyang 110168, China |
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| Abstract: | This paper aims to present an adaptive control scheme for the synchronization of two classes of uncertain neural networks with different attractors. A new sufficient condition for the global synchronization of two kinds of neural networks with different attractors is derived. The proposed control method is efficient and easy to be implemented. Numerical simulation is used to show the effectiveness of the obtained result. |
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| Keywords: | neural networks attractor adaptive synchronization linear matrix inequality |
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