| 具有分布时滞耦合神经网络模型的全局同步性分析 |
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| 引用本文： | 王新建,袁朝晖.具有分布时滞耦合神经网络模型的全局同步性分析[J].经济数学,2008,25(3). |
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| 作者姓名： | 王新建 袁朝晖 |
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| 作者单位： | 湖南大学数学与计量经济学院,长沙,410082 |
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| 摘 要： | 本文研究了具分布时滞的神经网络的全局同步性.通过应用Lyapunov泛函和线性矩阵不等式,获得了关于模型全局同步性的几个判定准则,并通过对相关例子进行了数值的仿真,模拟结果与理论分析吻合.
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| 关 键 词： | 耦合复杂神经网络 Lyapunov泛函 线性矩阵不等式(LMI) 全局渐近同步 |
GLOBAL SYNCHRONIZATION OF A CLASS OF COUPLED NEURAL NETWORKS WITH DISTRIBUTED DELAYS |
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| Wang Xinjian,Yuan Zhaohui.GLOBAL SYNCHRONIZATION OF A CLASS OF COUPLED NEURAL NETWORKS WITH DISTRIBUTED DELAYS[J].Mathematics in Economics,2008,25(3). |
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| Authors: | Wang Xinjian Yuan Zhaohui |
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| Institution: | Wang Xinjian,Yuan Zhaohui (College of Mathematics , Econometrics,Hunan University,Changsha,410082) |
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| Abstract: | In this paper,we study the global synchronization of a class of coupled neural networks with distributed delays.Using the Lyapunov functionals and linear natrix inequalities technique,we obtain some new sufficient conditions ersuring the global synchronization.In addition,these theoretical results are verified by numerical simulation. |
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| Keywords: | Coupled complex neural network Lyapunov functional Linear Matrix Inequality global synchronization |
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