Neuron Class Reference

#include <neuron.h>

Public Member Functions
	Neuron (int _id)
int	getId ()
double	getOutValue ()
double	getGradientValue ()
void	setOutValue (double v)
void	setGradientValue (double v)
void	draw (int selected, const bool names=false)
float	getX (void)
float	getY (void)
float	getZ (void)
void	setX (float x)
void	setY (float y)
void	setZ (float z)
ManipulatedFrame *	frame (void)
void	addAxonIn (Axon *a)
void	removeAxonIn (int id_ax)
void	addAxonOut (Axon *a)
void	removeAxonOut (int id_ax)
void	removeAxons ()
void	setOutValueTemp (double val)
void	incOutValueTemp (double val)
void	setGradientValueTemp (double val)
void	incGradientValueTemp (double val)
double	sigmoide (double val)
double	sigmoideDerived (double val)
void	computeOutValue ()
void	computeGradientValue (double err)
void	forwardPropagation ()
void	gradientBackPropagation ()

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Constructor & Destructor Documentation

Neuron::Neuron (  int  _id  )

Definition at line 13 of file neuron.cpp.

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Member Function Documentation

void Neuron::addAxonIn (  Axon *  a  )

Axon relative functions. Definition at line 94 of file neuron.cpp. Referenced by Network::addAxon().

void Neuron::addAxonOut (  Axon *  a  )

Definition at line 109 of file neuron.cpp. Referenced by Network::addAxon().

void Neuron::computeGradientValue (  double  err  )

Definition at line 168 of file neuron.cpp. References sigmoideDerived().

void Neuron::computeOutValue (   )

Definition at line 164 of file neuron.cpp. References sigmoide().

void Neuron::draw (  int  selected, const bool  names = false )

Graphism relative functions. Definition at line 41 of file neuron.cpp. References Network::displayneurons(), Network::displayvalues(), Network::getLayerNumTheNeuronIsOn(), inn, network, Network::neuronsize(), and Network::shininess().

void Neuron::forwardPropagation (   )

Definition at line 173 of file neuron.cpp. References sigmoide().

ManipulatedFrame * Neuron::frame (  void   )

Definition at line 90 of file neuron.cpp. Referenced by Axon::draw().

double Neuron::getGradientValue (   )

Definition at line 29 of file neuron.cpp. Referenced by Axon::changeWeight(), and Axon::gradientPropagation().

int Neuron::getId (   )

Accessors. Definition at line 21 of file neuron.cpp.

double Neuron::getOutValue (   )

Definition at line 25 of file neuron.cpp. Referenced by Axon::changeWeight(), and Axon::forwardPropagation().

float Neuron::getX (  void   )

Definition at line 66 of file neuron.cpp.

float Neuron::getY (  void   )

Definition at line 68 of file neuron.cpp.

float Neuron::getZ (  void   )

Definition at line 70 of file neuron.cpp.

void Neuron::gradientBackPropagation (   )

Definition at line 180 of file neuron.cpp. References sigmoideDerived().

void Neuron::incGradientValueTemp (  double  val  )

Definition at line 151 of file neuron.cpp. Referenced by Axon::gradientPropagation().

void Neuron::incOutValueTemp (  double  val  )

Definition at line 143 of file neuron.cpp. Referenced by Axon::forwardPropagation().

void Neuron::removeAxonIn (  int  id_ax  )

Definition at line 98 of file neuron.cpp.

void Neuron::removeAxonOut (  int  id_ax  )

Definition at line 113 of file neuron.cpp.

void Neuron::removeAxons (   )

Definition at line 124 of file neuron.cpp. References network, and Network::removeAxon().

void Neuron::setGradientValue (  double  v  )

Definition at line 37 of file neuron.cpp.

void Neuron::setGradientValueTemp (  double  val  )

Definition at line 147 of file neuron.cpp.

void Neuron::setOutValue (  double  v  )

Definition at line 33 of file neuron.cpp.

void Neuron::setOutValueTemp (  double  val  )

Learning relative functions. Definition at line 139 of file neuron.cpp.

void Neuron::setX (  float  x  )

Definition at line 72 of file neuron.cpp. Referenced by Layer::addNeuron().

void Neuron::setY (  float  y  )

Definition at line 78 of file neuron.cpp.

void Neuron::setZ (  float  z  )

Definition at line 84 of file neuron.cpp. Referenced by Layer::addNeuron().

double Neuron::sigmoide (  double  val  )

Definition at line 155 of file neuron.cpp. References Network::getK(), and network. Referenced by computeOutValue(), forwardPropagation(), and sigmoideDerived().

double Neuron::sigmoideDerived (  double  val  )

Definition at line 159 of file neuron.cpp. References sigmoide(). Referenced by computeGradientValue(), and gradientBackPropagation().

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

• neuron.h
• neuron.cpp

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