引用本文: | 何述东,瞿 坦,黄献青,黄心汉.多层前向神经网络结构的研究进展*[J].控制理论与应用,1998,15(3):313~319.[点击复制] |
HE Shudong,QU Tan, HUANG Xianqing and HUANG Xinhan.Survey of Architecture for Multilayer Feedforward Neural Networks[J].Control Theory and Technology,1998,15(3):313~319.[点击复制] |
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多层前向神经网络结构的研究进展* |
Survey of Architecture for Multilayer Feedforward Neural Networks |
摘要点击 1205 全文点击 452 投稿时间:1996-06-04 修订日期:1997-09-15 |
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DOI编号 |
1998,15(3):313-319 |
中文关键词 神经网络 多层前向网络 网络结构 遗传算法 |
英文关键词 neural networks multilayer feedforward networks architecture genetic algorithm |
基金项目 |
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中文摘要 |
本文综述了近年来多层前向神经网络结构的研究进展,总结了多层前向网络结构调整的各种方法,并对各种方法进行了比较分析,最后提出了若干待研究的问题. |
英文摘要 |
In this paper, the recent developments of architecture of multilayer feedforward neural net-works are surveyed. The architecture modification methods for multilayer feedforward networks are summa-rized. The comparison and contrast are analyzed. Finally, the major problems and research trends are pointed out. |
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