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DeltaRule

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DeltaRule

by Will Dwinnell

 

15 Feb 2010 (Updated 16 Feb 2010)

Trains a single artificial neuron using the delta rule.

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Description

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.

MATLAB release MATLAB 7.9 (2009b)
Other requirements N/A
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Updates
16 Feb 2010

Slight modification of description.
Tag Activity for this File
Tag Applied By Date/Time
neural Will Dwinnell 16 Feb 2010 14:02:47
neural net Will Dwinnell 16 Feb 2010 14:02:47
neural network Will Dwinnell 16 Feb 2010 14:02:47
neuron Will Dwinnell 16 Feb 2010 14:02:47
neurode Will Dwinnell 16 Feb 2010 14:02:47
perceptron Will Dwinnell 16 Feb 2010 14:02:47
delta rule Will Dwinnell 16 Feb 2010 14:02:47
widrowhoff Will Dwinnell 16 Feb 2010 14:02:47
classifier Will Dwinnell 16 Feb 2010 14:02:47
lms Will Dwinnell 16 Feb 2010 14:02:47
least mean squares Will Dwinnell 16 Feb 2010 14:02:47
machine learning Will Dwinnell 16 Feb 2010 14:02:47
pattern recognition Will Dwinnell 16 Feb 2010 14:02:47
classification Will Dwinnell 16 Feb 2010 14:02:47
adaline Will Dwinnell 16 Feb 2010 14:02:47
data mining Will Dwinnell 16 Feb 2010 17:32:18

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