#include <itkNeuralNetworkFileReader.h>

Inheritance diagram for itk::NeuralNetworkFileReader< TNetwork >:

Collaboration diagram for itk::NeuralNetworkFileReader< TNetwork >:

Classes
struct	LineType

Public Types
typedef BackPropagationLayerType::Pointer	BackPropagationLayerPointer
typedef Statistics::BackPropagationLayer < MeasurementVectorType, TargetVectorType >	BackPropagationLayerType
typedef SmartPointer< const Self >	ConstPointer
typedef TNetwork::LayerInterfaceType	LayerInterfaceType
typedef TNetwork::MeasurementVectorType	MeasurementVectorType
typedef MeasurementVectorType::ValueType	MeasurementVectorValueType
enum	NetworkWriteWeightsType { IGNORE = 0, ASCII = 1, BINARY = 2 }
typedef SmartPointer< Self >	Pointer
typedef NeuralNetworkFileReader	Self
typedef Object	Superclass
typedef TNetwork::TargetVectorType	TargetVectorType
typedef WeightSetType::Pointer	WeightSetPointer
typedef LayerInterfaceType::WeightSetType	WeightSetType
Public Types inherited from itk::Object
Public Types inherited from itk::LightObject

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetFileName () const
virtual const char *	GetNameOfClass () const
TNetwork *	GetOutput () const
virtual NetworkWriteWeightsType	GetReadWeightValuesType () const
virtual void	SetFileName (const char *_arg)
virtual void	SetReadWeightValuesType (const NetworkWriteWeightsType _arg)
void	Update (void)
Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)
unsigned long	AddObserver (const EventObject &event, Command *) const
virtual void	DebugOff () const
virtual void	DebugOn () const
Command *	GetCommand (unsigned long tag)
bool	GetDebug () const
MetaDataDictionary &	GetMetaDataDictionary (void)
const MetaDataDictionary &	GetMetaDataDictionary (void) const
virtual unsigned long	GetMTime () const
virtual const TimeStamp &	GetTimeStamp () const
bool	HasObserver (const EventObject &event) const
void	InvokeEvent (const EventObject &)
void	InvokeEvent (const EventObject &) const
virtual void	Modified () const
virtual void	Register () const
void	RemoveAllObservers ()
void	RemoveObserver (unsigned long tag)
void	SetDebug (bool debugFlag) const
void	SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void	SetReferenceCount (int)
virtual void	UnRegister () const
Public Member Functions inherited from itk::LightObject
virtual void	Delete ()
virtual int	GetReferenceCount () const
	itkCloneMacro (Self)
void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()
Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()
static void	GlobalWarningDisplayOff ()
static void	GlobalWarningDisplayOn ()
static void	SetGlobalWarningDisplay (bool flag)
Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

Protected Member Functions
	NeuralNetworkFileReader ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
	~NeuralNetworkFileReader ()
Protected Member Functions inherited from itk::Object
	Object ()
bool	PrintObservers (std::ostream &os, Indent indent) const
virtual void	SetTimeStamp (const TimeStamp &time)
virtual	~Object ()
Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const
	LightObject ()
virtual void	PrintHeader (std::ostream &os, Indent indent) const
virtual void	PrintTrailer (std::ostream &os, Indent indent) const
virtual	~LightObject ()

Private Types
typedef std::vector < MET_FieldRecordType * >	FieldsContainerType
typedef std::vector< typename TNetwork::LayerInterfaceType::Pointer >	LayersContainer
typedef std::list< LineType >	LinesContainer
typedef std::vector< typename TNetwork::LayerInterfaceType::WeightSetInterfaceType::Pointer >	WeightsContainer

Private Member Functions
void	ClearFields ()

Private Attributes
bool	m_BinaryDataByteOrderMSB
FieldsContainerType	m_Fields
std::string	m_FileName
std::ifstream	m_InputFile
LayersContainer	m_Layers
LinesContainer	m_NameValue
TNetwork::Pointer	m_Network
NetworkWriteWeightsType	m_ReadWeightValuesType
WeightsContainer	m_Weights

Detailed Description

template<class TNetwork>
class itk::NeuralNetworkFileReader< TNetwork >

Reader for Neural Network.

This class will enable the user to load neural network and define weights and other network parameters from a text 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:: NeuralNetworkFileWriter; MultilayerNeuralNetworkBase

Definition at line 57 of file itkNeuralNetworkFileReader.h.

Member Typedef Documentation

template<class TNetwork >

typedef BackPropagationLayerType::Pointer itk::NeuralNetworkFileReader< TNetwork >::BackPropagationLayerPointer

Definition at line 77 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef Statistics::BackPropagationLayer< MeasurementVectorType, TargetVectorType > itk::NeuralNetworkFileReader< TNetwork >::BackPropagationLayerType

Definition at line 76 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

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

Reimplemented from itk::Object.

Definition at line 65 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef std::vector< MET_FieldRecordType * > itk::NeuralNetworkFileReader< TNetwork >::FieldsContainerType

private

Definition at line 125 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef TNetwork::LayerInterfaceType itk::NeuralNetworkFileReader< TNetwork >::LayerInterfaceType

Definition at line 80 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef std::vector< typename TNetwork::LayerInterfaceType::Pointer > itk::NeuralNetworkFileReader< TNetwork >::LayersContainer

private

Definition at line 126 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef std::list< LineType > itk::NeuralNetworkFileReader< TNetwork >::LinesContainer

private

Definition at line 134 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef TNetwork::MeasurementVectorType itk::NeuralNetworkFileReader< TNetwork >::MeasurementVectorType

Definition at line 71 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef MeasurementVectorType::ValueType itk::NeuralNetworkFileReader< TNetwork >::MeasurementVectorValueType

Definition at line 78 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

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

Reimplemented from itk::Object.

Definition at line 64 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef NeuralNetworkFileReader itk::NeuralNetworkFileReader< TNetwork >::Self

SmartPointer typedef support

Reimplemented from itk::Object.

Definition at line 62 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

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

Reimplemented from itk::Object.

Definition at line 63 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef TNetwork::TargetVectorType itk::NeuralNetworkFileReader< TNetwork >::TargetVectorType

Definition at line 74 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef std::vector< typename TNetwork::LayerInterfaceType::WeightSetInterfaceType::Pointer > itk::NeuralNetworkFileReader< TNetwork >::WeightsContainer

private

Definition at line 127 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef WeightSetType::Pointer itk::NeuralNetworkFileReader< TNetwork >::WeightSetPointer

Definition at line 82 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >

typedef LayerInterfaceType::WeightSetType itk::NeuralNetworkFileReader< TNetwork >::WeightSetType

Definition at line 81 of file itkNeuralNetworkFileReader.h.

Member Enumeration Documentation

template<class TNetwork >

enum itk::NeuralNetworkFileReader::NetworkWriteWeightsType

Enumerator:

IGNORE
ASCII
BINARY

Definition at line 113 of file itkNeuralNetworkFileReader.h.

Constructor & Destructor Documentation

template<class TNetwork >

itk::NeuralNetworkFileReader< TNetwork >::NeuralNetworkFileReader ( )

protected

template<class TNetwork >

itk::NeuralNetworkFileReader< TNetwork >::~NeuralNetworkFileReader ( )

protected

Member Function Documentation

template<class TNetwork >

void itk::NeuralNetworkFileReader< TNetwork >::ClearFields ( )

private

template<class TNetwork >

virtual::itk::LightObject::Pointer itk::NeuralNetworkFileReader< 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::NeuralNetworkFileReader< TNetwork >::GetFileName ( ) const

virtual

Get the filename

template<class TNetwork >

virtual const char* itk::NeuralNetworkFileReader< TNetwork >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::Object.

template<class TNetwork >

TNetwork* itk::NeuralNetworkFileReader< TNetwork >::GetOutput ( ) const

template<class TNetwork >

virtual NetworkWriteWeightsType itk::NeuralNetworkFileReader< TNetwork >::GetReadWeightValuesType ( ) const

virtual

template<class TNetwork >

static Pointer itk::NeuralNetworkFileReader< TNetwork >::New ( )

static

Method for creation through the object factory

Reimplemented from itk::Object.

template<class TNetwork >

virtual void itk::NeuralNetworkFileReader< TNetwork >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

protectedvirtual

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::NeuralNetworkFileReader< TNetwork >::SetFileName ( const char * _arg )

virtual

Set the filename

template<class TNetwork >

virtual void itk::NeuralNetworkFileReader< TNetwork >::SetReadWeightValuesType ( const NetworkWriteWeightsType _arg )

virtual

template<class TNetwork >

void itk::NeuralNetworkFileReader< TNetwork >::Update ( void )

Read NeuralNetwork