| 广义神经网络及其稳定性,容错性分析 |
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| 引用本文： | 刘光中,罗登耀.广义神经网络及其稳定性,容错性分析[J].运筹学学报,1998,2(3):60-67. |
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| 作者姓名： | 刘光中 罗登耀 |
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| 作者单位： | 四川联合大学应用数学系!成都，610065 |
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| 摘 要： | 本文建立了一个广义神经网络模型，并研究了它的渐近稳定性和指数稳定性，由这些结果我们可以估计各记忆模式的吸引域及其中每一点趋向记忆模式的指数收敛速度，以此来评价网络的容错能力．
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| 关 键 词： | 广义神经网络 指数稳定性 容错性 递归神经网络 |
The General Neural Network and Its Stability,Error-Correction Capability |
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| GUANGZHONG LIU, DENGYAO LUO.The General Neural Network and Its Stability,Error-Correction Capability[J].OR Transactions,1998,2(3):60-67. |
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| Authors: | GUANGZHONG LIU DENGYAO LUO |
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| Abstract: | This paper provids a model of general neural network. The asymptotically stability and exponential stability of the general neural network are investigated. These results can be used for estimation of the domain of attraction of memory patterns and exponential convergence rate of the network trajectories to memory patterns. So we can evaluate the error-correction capability of the general neural network. |
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| Keywords: | general neural network exponential stability error-correction capability recurrent neural network |
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