Neuron Class Reference

#include <Neuron.h>

Inheritance diagram for Neuron:

List of all members.

Public Member Functions
	Neuron ()
virtual void	nonlinearity (Matrix *totalActivation, Matrix *workOutput, Matrix *spatialBias, float featureBias)
virtual double	nonlinearityDerivative (double S)
virtual void	setFeaturePlane (FeaturePlaneAbstract *fp)
bool	addActivation (int count)
float	getMaxActivation ()
Static Public Member Functions
static int	getType (const QString &name)
static QString	getType (int value)
static void	setNeuronParams (paramMap &params, int neuronType, float nParam1, float nParam2)
	Set neuron-specific parameters.
Protected Member Functions
void	processBiases (Matrix *workOutput, Matrix *spatialBias, float featureBias)
Protected Attributes
FeaturePlaneAbstract *	theFeaturePlane
float	max_activation
float	range

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Detailed Description

Generic neuron.

• pass regular and non-Fourier through nonlinearity Uses the Strategy design pattern

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Constructor & Destructor Documentation

Neuron::Neuron

(

)

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Member Function Documentation

bool Neuron::addActivation

(

int

count

)

float Neuron::getMaxActivation

(

)

int Neuron::getType

(

const QString &

name

)

[static]

QString Neuron::getType

(

int

value

)

[static]

void Neuron::nonlinearity	(	Matrix *	totalActivation,
		Matrix *	workOutput,
		Matrix *	spatialBias,
		float	featureBias
	)		[virtual]

Reimplemented in LinearSigmoidNeuron, SigmoidNeuron, TanHNeuron, and RungeKuttaNeuron.

double Neuron::nonlinearityDerivative

(

double

S

)

[virtual]

Reimplemented in LinearSigmoidNeuron, TanHNeuron, and RungeKuttaNeuron.

void Neuron::processBiases	(	Matrix *	workOutput,
		Matrix *	spatialBias,
		float	featureBias
	)		[protected]

virtual void Neuron::setFeaturePlane

(

FeaturePlaneAbstract *

fp

)

[inline, virtual]

Reimplemented in RungeKuttaNeuron.

void Neuron::setNeuronParams	(	paramMap &	params,
		int	neuronType,
		float	nParam1,
		float	nParam2
	)		[static]

Set neuron-specific parameters.

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Member Data Documentation

float Neuron::max_activation [protected]

Max activation

float Neuron::range [protected]

todo - document

FeaturePlaneAbstract* Neuron::theFeaturePlane [protected]

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

• C:/Users/albertlr/projects/TarzaNN/TarzaNN/Neuron.h
• C:/Users/albertlr/projects/TarzaNN/TarzaNN/Neuron.cpp