DeltaRule

版本 1.1.0.0 (2.3 KB) 作者: Will Dwinnell

Trains a single artificial neuron using the delta rule.

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更新时间 2010/2/16

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Routine accepts input variables, binary target variable (0/1) and a small number of training parameters, and returns discovered coefficients for a single neuron.

Technical details:
Learning rule: incremental delta rule
Learning Rate: constant
Transfer function: logistic
Exemplar presentation order: random, by training epoch

Use 'help DeltaRule' for further details.

引用格式

Will Dwinnell (2025). DeltaRule (https://www.mathworks.com/matlabcentral/fileexchange/26696-deltarule), MATLAB Central File Exchange. 检索时间: 2025/9/23.

MATLAB 版本兼容性

创建方式 R2009b

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类别

AI and Statistics > Deep Learning Toolbox > Train Deep Neural Networks > Function Approximation, Clustering, and Control > Function Approximation and Clustering > Pattern Recognition >

在 Help Center 和 MATLAB Answers 中查找有关 Pattern Recognition 的更多信息

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版本	已发布	发行说明
1.1.0.0	2010/2/16	Slight modification of description.	下载
1.0.0.0	2010/2/15		下载