GABNeuron Class Reference

Neuron for Gain Adaptive BP. More...

#include <GABNeuron.h>

Inheritance diagram for GABNeuron:

[legend]Collaboration diagram for GABNeuron:

[legend]List of all members.

Public Member Functions
	GABNeuron (int label, real initialParameter=1.0, bool hasBias=true)
	Creates a simple neuron with the given label.
virtual const char *	getClassName ()
	Returns "GABNeuron".

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Detailed Description

Neuron for Gain Adaptive BP.

status: not finished. But I don't want to remove it because it needs just a little bit work if someone needs it. It can speedup the BP.

This neuron modifies learning parameter lambda given equation:

l_tmp = labda ??? - co je teda OLD??? l_new += l_tmp -edx + a(l_tmp - l_old)

(e - eta, a - alpha d - delta, x - ??? )

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Constructor & Destructor Documentation

GABNeuron (  int  label, real  initialParameter = 1.0, bool  hasBias = true )

Creates a simple neuron with the given label. Parameters: label  The label to be given to the neuron hasBias  true if the neuron is allowed to have a bias, false otherwise. Default is true See also: removeBias

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Member Function Documentation

virtual const char* getClassName (   )  [virtual]

Returns "GABNeuron". Reimplemented from ParametrizedNeuron.

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The documentation for this class was generated from the following file:

• GABNeuron.h

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