| 具有有限分布延时的一类神经网络的全局指数耗散性 |
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| 引用本文： | 孙虹霞,孙建枝,武怀勤.具有有限分布延时的一类神经网络的全局指数耗散性[J].郑州大学学报(理学版),2008,40(2). |
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| 作者姓名： | 孙虹霞 孙建枝 武怀勤 |
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| 作者单位： | 燕山大学理学院,河北,秦皇岛066004 |
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| 摘 要： | 通过构造径向无界正定的Lyapunov函数，研究了一类具有有限分布延时的神经网络的全局指数耗散性，在假定延时可微的情况下，给出了几个确保网络全局耗散性的充分条件．最后通过一个数值例子说明条件的有效性．
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| 关 键 词： | 神经网络 全局指数耗散性 分布延时 neural network global exponential dissipativity distributed delay 有限 分布延时 类神经网络 全局指数 耗散性 Distributed Delays Finite Neural Networks Class Dissipativity Exponential example applicability sufficient conditions guarantee differentiability global exponential dissipativity class |
Global Exponential Dissipativity of a Class of Neural Networks with Finite Distributed Delays |
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| SUN Hong-xia,SUN Jian-zhi,WU Huai-qin.Global Exponential Dissipativity of a Class of Neural Networks with Finite Distributed Delays[J].Journal of Zhengzhou University:Natural Science Edition,2008,40(2). |
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| Authors: | SUN Hong-xia SUN Jian-zhi WU Huai-qin |
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| Abstract: | The global exponential dissipativity of a class of neural networks with finite distributed delays is investiga-ted by constructing radically unbounded and positive definite Lyapunov function. Several sufficient conditions are given to guarantee global exponential dissipativity of the neural networks with assuming the differentiability of de-lay. At last, an example is given to illustrate the applicability of the conditions. |
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| Keywords: | neural network global exponential dissipativity distributed delay |
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