Writer for Neural Network. More...

#include <itkNeuralNetworkFileWriter.h>

Inheritance diagram for itk::NeuralNetworkFileWriter< TNetwork >:

Collaboration diagram for itk::NeuralNetworkFileWriter< TNetwork >:

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef LayerBaseType::ConstPointer	LayerBaseConstPointer
typedef LayerBaseType::Pointer	LayerBasePointer
typedef Statistics::LayerBase < MeasurementVectorType, TargetVectorType >	LayerBaseType
typedef TNetwork::MeasurementVectorType	MeasurementVectorType
enum	NetworkWriteWeightsType { IGNORE = 0, ASCII = 1, BINARY = 2 }
typedef SmartPointer< Self >	Pointer
typedef NeuralNetworkFileWriter	Self
typedef Object	Superclass
typedef TNetwork::TargetVectorType	TargetVectorType
Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetFileName () const
const TNetwork *	GetInput () const
virtual const char *	GetNameOfClass () const
virtual NetworkWriteWeightsType	GetWriteWeightValuesType () const
virtual void	SetFileName (const char *_arg)
virtual void	SetWriteWeightValuesType (const NetworkWriteWeightsType _arg)
void	Update (void)

void	SetInput (TNetwork *network)
Static Public Member Functions
static Pointer	New ()
Protected Member Functions
	NeuralNetworkFileWriter ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
	~NeuralNetworkFileWriter ()
Private Types
typedef std::vector < MET_FieldRecordType * >	FieldsContainerType
Private Member Functions
void	ClearFields ()
Private Attributes
FieldsContainerType	m_Fields
std::string	m_FileName
TNetwork::Pointer	m_Network
std::ofstream	m_OutputFile
NetworkWriteWeightsType	m_WriteWeightValuesType

Detailed Description

template<class TNetwork>
class itk::NeuralNetworkFileWriter< TNetwork >

Writer for Neural Network.

This class will enable a user to save a trained neural network to a text file. The user can also change the network topology by editing the network configuration file.

This class was contributed to the Insight Journal by Raghu Venkatram The original paper can be found at http://hdl.handle.net/1926/203

Author:: Raghu Venkatram

See also:: NeuralNetworkFileReader; MultilayerNeuralNetworkBase

Definition at line 55 of file itkNeuralNetworkFileWriter.h.

Member Typedef Documentation

template<class TNetwork >

typedef SmartPointer< const Self > itk::NeuralNetworkFileWriter< TNetwork >::ConstPointer

Reimplemented from itk::Object.

Definition at line 63 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef std::vector< MET_FieldRecordType * > itk::NeuralNetworkFileWriter< TNetwork >::FieldsContainerType [private]

Definition at line 135 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef LayerBaseType::ConstPointer itk::NeuralNetworkFileWriter< TNetwork >::LayerBaseConstPointer

Definition at line 76 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef LayerBaseType::Pointer itk::NeuralNetworkFileWriter< TNetwork >::LayerBasePointer

Definition at line 75 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef Statistics::LayerBase< MeasurementVectorType, TargetVectorType > itk::NeuralNetworkFileWriter< TNetwork >::LayerBaseType

Definition at line 74 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef TNetwork::MeasurementVectorType itk::NeuralNetworkFileWriter< TNetwork >::MeasurementVectorType

Definition at line 69 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef SmartPointer< Self > itk::NeuralNetworkFileWriter< TNetwork >::Pointer

Reimplemented from itk::Object.

Definition at line 62 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef NeuralNetworkFileWriter itk::NeuralNetworkFileWriter< TNetwork >::Self

SmartPointer typedef support

Reimplemented from itk::Object.

Definition at line 60 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef Object itk::NeuralNetworkFileWriter< TNetwork >::Superclass

Reimplemented from itk::Object.

Definition at line 61 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >

typedef TNetwork::TargetVectorType itk::NeuralNetworkFileWriter< TNetwork >::TargetVectorType

Definition at line 72 of file itkNeuralNetworkFileWriter.h.

Member Enumeration Documentation

template<class TNetwork >

enum itk::NeuralNetworkFileWriter::NetworkWriteWeightsType

Enumerator:

IGNORE
ASCII
BINARY

Definition at line 124 of file itkNeuralNetworkFileWriter.h.

Constructor & Destructor Documentation

template<class TNetwork >

itk::NeuralNetworkFileWriter< TNetwork >::NeuralNetworkFileWriter ( ) [protected]

template<class TNetwork >

itk::NeuralNetworkFileWriter< TNetwork >::~NeuralNetworkFileWriter ( ) [protected]

Member Function Documentation

template<class TNetwork >

void itk::NeuralNetworkFileWriter< TNetwork >::ClearFields ( ) [private]

template<class TNetwork >

virtual::itk::LightObject::Pointer itk::NeuralNetworkFileWriter< TNetwork >::CreateAnother ( void ) const [virtual]

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::Object.

template<class TNetwork >

virtual const char* itk::NeuralNetworkFileWriter< TNetwork >::GetFileName ( ) const [virtual]

Get the filename

template<class TNetwork >

const TNetwork* itk::NeuralNetworkFileWriter< TNetwork >::GetInput ( ) const

template<class TNetwork >

virtual const char* itk::NeuralNetworkFileWriter< TNetwork >::GetNameOfClass ( ) const [virtual]

Run-time type information (and related methods).

Reimplemented from itk::Object.

template<class TNetwork >

virtual NetworkWriteWeightsType itk::NeuralNetworkFileWriter< TNetwork >::GetWriteWeightValuesType ( ) const [virtual]

template<class TNetwork >

static Pointer itk::NeuralNetworkFileWriter< TNetwork >::New ( ) [static]

Method for creation through the object factory

Reimplemented from itk::Object.

template<class TNetwork >

virtual void itk::NeuralNetworkFileWriter< TNetwork >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const `[protected, virtual]`

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::Object.

template<class TNetwork >

virtual void itk::NeuralNetworkFileWriter< TNetwork >::SetFileName ( const char * _arg ) [virtual]

Set the filename

template<class TNetwork >

void itk::NeuralNetworkFileWriter< TNetwork >::SetInput ( TNetwork * network )

Set/Get the input transform to write

template<class TNetwork >

virtual void itk::NeuralNetworkFileWriter< TNetwork >::SetWriteWeightValuesType ( const NetworkWriteWeightsType _arg ) [virtual]