Cascade Correlation Neural Network function

版本 1.0.0 (2.4 KB) 作者: Mark Wang
A function to realize Cascade Correlation Neural Network that can adaptively increase hidden neurons to fit data. The main file is main.m.
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更新时间 2022/12/13

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This is a function to realize Cascade Correlation Neural Network that can adaptively increase hidden neurons to fit data.
The main file is main.m.You may change the data to train,the activation function, and the maximum hidden neuron num. In the current version, the num of output must be 1.
The fundamental formulas are based on the paper below:
Fahlman S, Lebiere C. The cascade-correlation learning architecture[J]. Advances in neural information processing systems, 1989, 2.

引用格式

Mark Wang (2024). Cascade Correlation Neural Network function (https://www.mathworks.com/matlabcentral/fileexchange/122042-cascade-correlation-neural-network-function), MATLAB Central File Exchange. 检索来源 .

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创建方式 R2022b
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版本 已发布 发行说明
1.0.0