| 视差梯度神经网络稳定性分析 |
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| 引用本文： | 竺子民.视差梯度神经网络稳定性分析[J].华中科技大学学报(自然科学版),1999,27(2):39. |
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| 作者姓名： | 竺子民 |
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| 作者单位： | 华中理工大学光电子工程系 |
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| 摘 要： | 着重考察视差梯度神经网络的动态性质，用能量函数的方法分析网络的稳定性，得出网络是渐近稳定的结论，并通过实验得到验证．人为地在数据中加入噪声，没有发现网络的稳定性和收敛速率受到明显影响．由此证明了网络具有良好的稳定性．
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| 关 键 词： | 神经网络 视差梯度 稳定性 |
| 修稿时间： | 1998-06-19. |
Analysis of the Stability in Disparity Gradient Neural Network |
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| Zhu Zimin.Analysis of the Stability in Disparity Gradient Neural Network[J].JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE,1999,27(2):39. |
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| Authors: | Zhu Zimin |
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| Abstract: | Aimed at the dynamic characteristics of disparity gradient neural network, it is concluded that the network is globally asymptotically stable. This conclusion is proved in the experiments. Any obvious change in stability and convergence rate is not found after adding noises. |
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| Keywords: | neural network disparity gradient stability |
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