| 对多层前向神经网络研究的几点看法 |
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| 引用本文： | 阎平凡. 对多层前向神经网络研究的几点看法. 自动化学报, 1997, 23(1): 129-135. |
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| 作者姓名： | 阎平凡 |
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| 作者单位： | 1.清华大学自动化系,北京 |
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| 基金项目： | 国家攀登计划认知科学（神经网络）重大关键项目资助 |
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| 摘 要： | 从不同的领域对多层前向网络的作用本质作了分析,对泛化能力、模型选择、有限样本量等主要问题做了定性讨论;对当前前向网络研究中的一些问题提出了看法.
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| 关 键 词： | 神经网络 多层感知器 统计建模 |
| 收稿时间： | 1995-08-07 |
Some Views on the Research of Multilayer Feedforward Neural Networks |
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| Yan Pingfan. Some Views on the Research of Multilayer Feedforward Neural Networks. ACTA AUTOMATICA SINICA, 1997, 23(1): 129-135. |
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| Authors: | Yan Pingfan |
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| Affiliation: | 1. Dept.of Automation,Tsinghua University,Beijing |
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| Abstract: | The essential function of multilayered feedforward nerwork was analysed from the point of view of various discipline.Generalization ability,model selection and the problem of limited sample size were discussed qualitatively.Some problems in the research of multilayer feedforward network are pointed out. |
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| Keywords: | Neural network multilayer perception statistical modeling. |
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