| 全连接回归神经网络的稳定性分析 |
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| 引用本文： | 李远清,韦岗,刘永清.全连接回归神经网络的稳定性分析[J].控制理论与应用,2000,17(4):537-541. |
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| 作者姓名： | 李远清 韦岗 刘永清 |
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| 作者单位： | 华南理工大学电子与信息学院,广州,510640 |
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| 基金项目： | :广东省自然科学基金!( 990 5 84) |
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| 摘 要： | 讨论全连接回归神经网络的稳定性，具体来说，就是分析网络输入和网络权值的扰动对网络输出的影响，得到了上述扰动下，网络输出误差不累积的条件，即整个网络稳定的分析。
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| 关 键 词： | 链接回归神经网络 稳定性分析 学习算法 |
| 修稿时间： | 1998-03-30 |
Stability of Completely Connected Recursive Neural Networks |
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| LI Yuanqing,WEI Gang,LIU Yongqing.Stability of Completely Connected Recursive Neural Networks[J].Control Theory & Applications,2000,17(4):537-541. |
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| Authors: | LI Yuanqing WEI Gang LIU Yongqing |
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| Abstract: | This paper discusses the stability of completely connected recursive neural networks, that is, analyzes the affection of output of the neural networks under which the errors don't accumulate, brought by disturbances of inputs and weights. The corresponding conditions are obtained, which are also the conditions of structural stability of the neural networks. |
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| Keywords: | recursive neural networks disturbance error stability |
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