| 一类混沌神经网络的全局同步 |
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| 引用本文： | 王占山,张化光,王智良.一类混沌神经网络的全局同步[J].物理学报,2006,55(6):2687-2693. |
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| 作者姓名： | 王占山 张化光 王智良 |
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| 作者单位： | (1)东北大学信息科学与工程学院, 沈阳 110004; (2)东北大学信息科学与工程学院, 沈阳 110004;沈阳理工大学信息工程系,沈阳 110168 |
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| 基金项目： | 国家自然科学基金;教育部长江学者奖励计划 |
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| 摘 要： | 研究了一类时滞混沌神经网络的全局同步问题.应用驱动-响应同步方法和线性矩阵不等式技术，给出了时滞混沌神经网络全局同步的充分条件和同步控制器设计方法，而且所得到的控制器易于实现.仿真示例验证了本文方法的有效性.
关键词：
混沌神经网络
同步
驱动-响应法
线性矩阵不等式
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| 关 键 词： | 混沌神经网络 同步 驱动-响应法 线性矩阵不等式 |
| 文章编号： | 1000-3290/2006/55（06）/2687-07 |
| 收稿时间： | 07 4 2005 12:00AM |
| 修稿时间： | 2005-07-042005-11-01 |
Global synchronization of a class of chaotic neural networks |
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| Wang Zhan-Shan,Zhang Hua-Guang,Wang Zhi-Liang.Global synchronization of a class of chaotic neural networks[J].Acta Physica Sinica,2006,55(6):2687-2693. |
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| Authors: | Wang Zhan-Shan Zhang Hua-Guang Wang Zhi-Liang |
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| Institution: | 1.School of Information Science and Engineering, Northeastern University, Shenyang 110004, China; 2. Department of Information Engineering , Shenyang Ligong University, Shenyang 110168,China |
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| Abstract: | This paper deals with the global asymptotic synchronization problem for a class of chaotic neural networks with delay. Using the drive-response conception and linear matrix inequality technique, two sufficient conditions are derived to guarantee the global synchronization of two chaotic neural networks with identical structure and different initial conditions, which also present a procedure to construct a synchronization controller. The controller gain can be achieved by solving a linear matrix inequality, and therefore, it is easily implemented in practice. Two illustrative examples are used to demonstrate the effectiveness of the proposed method. |
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| Keywords: | Chaotic neural networks synchronization drive-response conception linear matrix inequality |
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