Determining the number of BP neural network hidden layer units

Determining the number of BP neural network hidden layer units

This paper proposed an improved method to contrapose the problem which is difficult to determine the number of BP neural network hidden layer units. it is proved that the method is efficeient in reducing the frequency of the test through experients, and improves the efficiency of determining the bes...

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Bibliographic Details
Main Authors: SHEN, Huayu, WANG, Zhaoxia, GAO, Chengyao, QIN, Juan, YAO, Fubin, XU, Wei
Format: text
Language:Chinese
Published: Institutional Knowledge at Singapore Management University 2008
Subjects:
BP neural network
hidden layer unit
error
Numerical Analysis and Scientific Computing
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/5570
https://ink.library.smu.edu.sg/context/sis_research/article/6573/viewcontent/2008_BP神经网络隐含层单元数的确定.pdf
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Institution: Singapore Management University
Language: Chinese
Description
Summary:This paper proposed an improved method to contrapose the problem which is difficult to determine the number of BP neural network hidden layer units. it is proved that the method is efficeient in reducing the frequency of the test through experients, and improves the efficiency of determining the best number of hidden units, which is more valuable in the applications.

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