GANN::ANNLayer Class Reference

Define a layer of a neural network. More...

#include <ann_layer.h>

Public Types
typedef double(*	FActivate) (double)
	Function pointer of an activation function.
typedef double(*	FActivate) (double)

Public Member Functions
	ANNLayer (unsigned int num_inputs, unsigned int num_neurons, double min, double max, FActivate activation)
	Constructor. More...
	ANNLayer (ANNLayer const &copy)
	Constructor. More...
	ANNLayer (void)
	Constructor.
	~ANNLayer (void)
	Destructor.
Matrix< double > const &	getWeights (void) const
	Get the weights matrix of the neural network. More...
Matrix< double > &	getWeights (void)
	Get the weights matrix of the neural network. More...
Matrix< double > const &	getOutputs (void) const
	Get the outputs matrix of the neural network. GANN::Matrix<double> const&.
Matrix< double > const &	getBias (void) const
	Get the bias matrix of the neural network. More...
Matrix< double > &	getBias (void)
	Get the bias matrix of the neural network. More...
FActivate	getActivationFunction (void) const
	Get the activation function of the current layer. More...
void	setWeights (Matrix< double > const &weights)
	Set the matrix of weights. More...
void	setBias (Matrix< double > const &bias)
	Set the matrix of bias. More...
void	setOutputs (Matrix< double > const &outputs)
	Set the outputs matrix. More...
void	setActivationFunction (FActivate f)
	Set the activation function of the layer. More...
ANNLayer &	operator= (ANNLayer const &layer)
void	Activate (Matrix< double > const &inputs)
	Activate the current layer and set the matrix of outputs. More...
	ANNLayer (unsigned int num_inputs, unsigned int num_neurons, double min, double max, FActivate activation)
	ANNLayer (ANNLayer const &copy)
Matrix< double > const &	getWeights (void) const
Matrix< double > &	getWeights (void)
Matrix< double > const &	getOutputs (void) const
Matrix< double > const &	getBias (void) const
Matrix< double > &	getBias (void)
FActivate	getActivationFunction (void) const
void	setWeights (Matrix< double > const &weights)
void	setBias (Matrix< double > const &bias)
void	setOutputs (Matrix< double > const &outputs)
void	setActivationFunction (FActivate f)
ANNLayer &	operator= (ANNLayer const &layer)
void	Activate (Matrix< double > const &inputs)

Detailed Description

Define a layer of a neural network.

Constructor & Destructor Documentation

GANN::ANNLayer::ANNLayer	(	unsigned int	num_inputs,
		unsigned int	num_neurons,
		double	min,
		double	max,
		FActivate	activation
	)

Constructor.

Parameters

num_inputs	: Contains the number of inputs.
num_neurons	: Contains the number of neurons in the layer.
min	: Contains the minimum value of the randomization.
max	: Contains the maximum value of the randomization.
activation	: Contains the function pointer of the activation function.

GANN::ANNLayer::ANNLayer

(

ANNLayer const &

copy

)

Constructor.

Parameters

copy	: Contains a layer that will be used in order to create a new layer.

Member Function Documentation

void GANN::ANNLayer::Activate

(

Matrix< double > const &

inputs

)

Activate the current layer and set the matrix of outputs.

Parameters

inputs

: Contains the matrix of inputs of the layer.

ANNLayer::FActivate GANN::ANNLayer::getActivationFunction

(

void

)

const

Get the activation function of the current layer.

Returns

GANN::ANNLayer::FActivate

Matrix< double > const & GANN::ANNLayer::getBias

(

void

)

const

Get the bias matrix of the neural network.

Returns

GANN::Matrix<double> const&

Matrix< double > & GANN::ANNLayer::getBias

(

void

)

Get the bias matrix of the neural network.

Returns

GANN::Matrix<double> &

Matrix< double > const & GANN::ANNLayer::getWeights

(

void

)

const

Get the weights matrix of the neural network.

Returns

GANN::Matrix<double> const&

Matrix< double > & GANN::ANNLayer::getWeights

(

void

)

Get the weights matrix of the neural network.

Returns

GANN::Matrix<double> &

void GANN::ANNLayer::setActivationFunction

(

FActivate

f

)

Set the activation function of the layer.

Parameters

f	: Contains the function pointer of the activation function.

void GANN::ANNLayer::setBias

(

Matrix< double > const &

bias

)

Set the matrix of bias.

Parameters

bias	: Contains the matrix of bias.

void GANN::ANNLayer::setOutputs

(

Matrix< double > const &

outputs

)

Set the outputs matrix.

Parameters

outputs

: Contains the matrix of outputs.x

void GANN::ANNLayer::setWeights

(

Matrix< double > const &

weights

)

Set the matrix of weights.

Parameters

weights

: Contains the matrix of weights.

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

• /home/robin_f/Programming/Git/CPP/LoveBrains/include/ANN/ann_layer.h
• /home/robin_f/Programming/Git/CPP/LoveBrains/lib/GANNEngine/src/ANN/ann_layer.cc