| 一类离散神经网络的全局指数同步探析 |
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| 引用本文： | 陈忠.一类离散神经网络的全局指数同步探析[J].韶关学院学报,2012,33(4):9-12. |
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| 作者姓名： | 陈忠 |
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| 作者单位： | 韶关学院数学与信息科学学院,广东韶关,512005 |
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| 摘 要： | 定义了离散型神经网络全局指数同步的概念,研究了一类离散型时滞神经网络的全局指数同步问题,给出了这类神经网络全局指数同步的充分性判据,判据的有效性可通过LMI工具箱得到检验.
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| 关 键 词： | 神经网络 离散神经网络 指数同步 离散时滞 随机动力系统 |
Global exponential synchronization of a category of discrete-time delayed neural networks |
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| CHEN Zhong.Global exponential synchronization of a category of discrete-time delayed neural networks[J].Journal of Shaoguan University(Social Science Edition),2012,33(4):9-12. |
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| Authors: | CHEN Zhong |
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| Institution: | CHEN Zhong (College of Mathematics and Information Science, Shaoguan University, Shaoguan 512005, Guangdong; China) |
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| Abstract: | The definition of global exponential synchronization of the discrete-time neural networks is given in this paper. And the global exponential synchronization problem of a class of discrete-time neural networks is discussed. The Obtained results can be easily checked by utilizing the numerically efficient Matlab LMI toolbox. |
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| Keywords: | neural networks discrete-time neural networks exponential synchronization time-varying delays delayed dynamical system |
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