| 前向神经网络设计问题的回顾与探索 |
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| 引用本文： | 张铃,张钹.前向神经网络设计问题的回顾与探索[J].计算机工程与科学,1998,20(4):1-10. |
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| 作者姓名： | 张铃 张钹 |
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| 作者单位： | [1]安徽大学人工智能所 [2]清华大学计算机系 |
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| 摘 要： | 本文评述了近十几年来国内外对前向神经网络设计问题的研究情况，在分析各种已有设计方法优缺点的基础上，提出另一种新的解决前向神经网络设计问题的方法，并给出几个非常典型的设计（模拟）例子，以说明本文所提出方法的有效性和潜力。
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| 关 键 词： | 前向神经网络 BP算法 径基函数网络 人工智能 |
A Review and Exploration on the Design Problem of Feedforward Neural Networks |
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| Zhang Ling,and,Zhang Bo.A Review and Exploration on the Design Problem of Feedforward Neural Networks[J].Computer Engineering & Science,1998,20(4):1-10. |
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| Authors: | Zhang Ling and Zhang Bo |
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| Affiliation: | Zhang Ling and Zhang Bo (Anhui University)(Tsinghua University) |
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| Abstract: | In this paper,the recent approaches to the design of feedforward neural networks are introduced,and their advantages and disadvantages are discussed as well.Based on the analysis,a new approach to the design problem is proposed.Several typical simulation examples are presented to show the potential usage of the new approach in practice. |
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| Keywords: | feedforward neural networks BP algorithm radial basis function networks covering algorithm |
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