NumA::Perceptron Class Reference

Inheritance diagram for NumA::Perceptron:

Public Member Functions
	Perceptron ()
	Perceptron (ActivationFunctionType::Type activationFunctionType, CombinationFunctionType::Type combinationFunctionType)
virtual	~Perceptron ()
virtual Perceptron *	clone () const
virtual std::string	toString () const
virtual void	evaluate ()
virtual double	evaluateDerivativeBackward (NeuralNetworkNeuron *const neuron) const
virtual void	checkConsistency () const
ActivationFunctionType::Type	getActivationFunctionType () const
CombinationFunctionType::Type	getCombinationFunctionType () const
double	getBias () const
void	setBias (double bias)
void	fixBias ()
void	releaseBias ()
bool	isBiasFixed () const
double	evaluateFirstDerivatieOfActivationFunction () const
double	evaluateFirstPartialDerivatieOfCombinationFunctionForNeuron (const NeuralNetworkNeuron *const neuron) const
double	evaluateFirstPartialDerivatieOfCombinationFunctionForBias () const
Public Member Functions inherited from NumA::NeuralNetworkCell
	NeuralNetworkCell ()
	NeuralNetworkCell (const std::string &name, NeuralNetworkCellType::Type type)
virtual	~NeuralNetworkCell ()
NeuralNetworkCellType::Type	getType () const
const std::vector< NeuralNetworkNeuron * > &	getNeuronsIn () const
void	setNeuronsIn (const std::vector< NeuralNetworkNeuron * > &neurons)
void	addNeuronIn (NeuralNetworkNeuron *const neuron)
const std::vector< NeuralNetworkNeuron * > &	getNeuronsOut () const
void	setNeuronsOut (const std::vector< NeuralNetworkNeuron * > &neurons)
void	addNeuronOut (NeuralNetworkNeuron *const neuron)
double	getOutput () const
void	setOutput (double output)
bool	checkProperty (NeuralNetworkCellPropertyType::Type property) const

Static Public Attributes
static const unsigned int	classId

Protected Member Functions
	Perceptron (const Perceptron &other)
Protected Member Functions inherited from NumA::NeuralNetworkCell
	NeuralNetworkCell (const NeuralNetworkCell &other)

Private Attributes
double	m_bias
bool	m_fixedBias
ActivationFunctionType::Type	m_activationFunctionType
CombinationFunctionType::Type	m_combinationFunctionType
ActivationFunction *	m_pActivationFunction
CombinationFunction *	m_pCombinationFunction

Additional Inherited Members
Protected Attributes inherited from NumA::NeuralNetworkCell
double	m_output
std::vector< NeuralNetworkNeuron * >	m_neuronsIn
std::vector< NeuralNetworkNeuron * >	m_neuronsOut
std::vector< NeuralNetworkCellPropertyType::Type >	m_properties

Constructor & Destructor Documentation

Perceptron() [1/3]

NumA::Perceptron::Perceptron

(

)

Perceptron() [2/3]

NumA::Perceptron::Perceptron	(	ActivationFunctionType::Type	activationFunctionType,
		CombinationFunctionType::Type	combinationFunctionType
	)

~Perceptron()

NumA::Perceptron::~Perceptron ( )

virtual

Perceptron() [3/3]

NumA::Perceptron::Perceptron ( const Perceptron &  other )

protected

Member Function Documentation

checkConsistency()

void NumA::Perceptron::checkConsistency ( ) const

virtual

Reimplemented from NumA::NeuralNetworkCell.

clone()

Perceptron * NumA::Perceptron::clone ( ) const

virtual

Reimplemented from NumA::NeuralNetworkCell.

evaluate()

void NumA::Perceptron::evaluate ( )

virtual

Reimplemented from NumA::NeuralNetworkCell.

evaluateDerivativeBackward()

double NumA::Perceptron::evaluateDerivativeBackward ( NeuralNetworkNeuron *const  neuron ) const

virtual

Reimplemented from NumA::NeuralNetworkCell.

evaluateFirstDerivatieOfActivationFunction()

double NumA::Perceptron::evaluateFirstDerivatieOfActivationFunction

(

)

const

evaluateFirstPartialDerivatieOfCombinationFunctionForBias()

double NumA::Perceptron::evaluateFirstPartialDerivatieOfCombinationFunctionForBias

(

)

const

evaluateFirstPartialDerivatieOfCombinationFunctionForNeuron()

double NumA::Perceptron::evaluateFirstPartialDerivatieOfCombinationFunctionForNeuron

(

const NeuralNetworkNeuron *const

neuron

)

const

fixBias()

void NumA::Perceptron::fixBias

(

)

getActivationFunctionType()

ActivationFunctionType::Type NumA::Perceptron::getActivationFunctionType

(

)

const

getBias()

double NumA::Perceptron::getBias

(

)

const

getCombinationFunctionType()

CombinationFunctionType::Type NumA::Perceptron::getCombinationFunctionType

(

)

const

isBiasFixed()

bool NumA::Perceptron::isBiasFixed

(

)

const

releaseBias()

void NumA::Perceptron::releaseBias

(

)

setBias()

void NumA::Perceptron::setBias

(

double

bias

)

toString()

std::string NumA::Perceptron::toString ( ) const

virtual

Reimplemented from NumA::NeuralNetworkCell.

Member Data Documentation

classId

const unsigned int NumA::Perceptron::classId

static

m_activationFunctionType

ActivationFunctionType::Type NumA::Perceptron::m_activationFunctionType

private

m_bias

double NumA::Perceptron::m_bias

private

m_combinationFunctionType

CombinationFunctionType::Type NumA::Perceptron::m_combinationFunctionType

private

m_fixedBias

bool NumA::Perceptron::m_fixedBias

private

m_pActivationFunction

ActivationFunction* NumA::Perceptron::m_pActivationFunction

private

m_pCombinationFunction

CombinationFunction* NumA::Perceptron::m_pCombinationFunction

private

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

• include/NumA/neural_network/neural_network_cell/Perceptron.h
• src/NumA/neural_network/neural_network_cell/Perceptron.cpp