| 离散递归神经网络平衡点控制及稳定性分析 |
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| 作者单位： | 绍兴文理学院数学系 浙江绍兴312000 |
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| 摘 要： | 通过将离散递归神经网络的状态空间分割为若干个子区域,控制其输出反馈权值、输入项及阈值等,分析在每一个子区域上平衡点的存在、唯一性问题,给出了其判定条件.并进一步讨论了平衡点渐近稳定、指数稳定性.通过举例说明给定的结果简明又容易验证.
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| 关 键 词： | 离散递归神经网络 状态空间 平衡点 稳定性 |
Control and Stability Analysis of Equilibrium of Discrete-Time Recurrent Neural Networks |
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| Ke Yunquan. Control and Stability Analysis of Equilibrium of Discrete-Time Recurrent Neural Networks[J]. Journal of Shaoxing College of Arts and Sciences, 2007, 0(2) |
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| Authors: | Ke Yunquan |
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| Abstract: | By dividing state space into some sub-domains and controlling the output synaptic weights,input terms and the threshold,we analyzed the existence and uniqueness of the equilibrium of discrete-time recurrent neural networks,giving some sufficient conditions for the existence of equilibrium in some sub-domains.Then the asymptotic stability and exponential stability of the equilibrium were investigated,giving some examples to illustrate that the results are concise and easy to operate. |
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| Keywords: | Discrete-time recurrent neural networks state space equilibrium stability |
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