#include <itkCompletelyConnectedWeightSet.h>

Inheritance diagram for itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >:

Collaboration diagram for itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >:

Detailed Description

template<class TMeasurementVector, class TTargetVector>
class itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >

This is the itkCompletelyConnectedWeightSet class.

Definition at line 34 of file itkCompletelyConnectedWeightSet.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef CompletelyConnectedWeightSet	Self

typedef WeightSetBase < TMeasurementVector, TTargetVector >	Superclass

Public Types inherited from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef MersenneTwisterRandomVariateGenerator	RandomVariateGeneratorType

typedef WeightSetBase	Self

typedef LightProcessObject	Superclass

typedef const ValueType *	ValueConstPointer

typedef ValueType *	ValuePointer

typedef TMeasurementVector::ValueType	ValueType

Public Types inherited from itk::LightProcessObject
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef LightProcessObject	Self

typedef Object	Superclass

Public Types inherited from itk::Object
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef Object	Self

typedef LightObject	Superclass

Public Types inherited from itk::LightObject
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef LightObject	Self

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

virtual const char *	GetNameOfClass () const

void	SetCompleteConnectivity ()

void	SetRandomConnectivity (int[][MAX_SIZE])

Public Member Functions inherited from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >
virtual void	BackwardPropagate (ValuePointer inputerror)

virtual void	ForwardPropagate (ValuePointer inputlayeroutputvalues)

virtual const ValueType &	GetBias ()

ValuePointer	GetDeltaBValues ()

ValuePointer	GetDeltaValues ()

ValuePointer	GetDWValues ()

virtual bool	GetFirstPass () const

virtual unsigned int	GetInputLayerId () const

virtual ValuePointer	GetInputValues ()

virtual const ValueType &	GetMomentum ()

unsigned int	GetNumberOfInputNodes () const

unsigned int	GetNumberOfOutputNodes () const

virtual unsigned int	GetOutputLayerId () const

virtual ValuePointer	GetOutputValues ()

ValuePointer	GetPrev_m_2DeltaValues ()

ValuePointer	GetPrev_m_2DWValues ()

ValuePointer	GetPrevDBValues ()

ValuePointer	GetPrevDeltaBValues ()

ValuePointer	GetPrevDeltaValues ()

ValuePointer	GetPrevDWValues ()

virtual bool	GetSecondPass () const

ValuePointer	GetTotalDeltaBValues ()

ValuePointer	GetTotalDeltaValues ()

virtual unsigned int	GetWeightSetId () const

ValuePointer	GetWeightValues ()

ValueConstPointer	GetWeightValues () const

void	Initialize ()

void	InitializeWeights ()

ValueType	RandomWeightValue (ValueType low, ValueType high)

virtual void	SetBias (ValueType _arg)

void	SetConnectivityMatrix (vnl_matrix< int >)

void	SetDBValues (ValuePointer)

void	SetDeltaBValues (ValuePointer)

void	SetDeltaValues (ValuePointer)

void	SetDWValues (ValuePointer)

virtual void	SetFirstPass (bool _arg)

virtual void	SetInputLayerId (unsigned int _arg)

virtual void	SetMomentum (ValueType _arg)

void	SetNumberOfInputNodes (unsigned int n)

void	SetNumberOfOutputNodes (unsigned int n)

virtual void	SetOutputLayerId (unsigned int _arg)

void	SetRange (ValueType Range)

virtual void	SetSecondPass (bool _arg)

virtual void	SetWeightSetId (unsigned int _arg)

void	SetWeightValues (ValuePointer weights)

virtual void	UpdateWeights (ValueType LearningRate)

Public Member Functions inherited from itk::LightProcessObject
virtual void	AbortGenerateDataOff ()

virtual void	AbortGenerateDataOn ()

virtual const bool &	GetAbortGenerateData ()

virtual void	SetAbortGenerateData (bool _arg)

virtual void	UpdateOutputData ()

void	UpdateProgress (float amount)

virtual void	SetProgress (float _arg)

virtual const float &	GetProgress ()

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 ModifiedTimeType	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 ()

Protected Member Functions
	CompletelyConnectedWeightSet ()

virtual void	PrintSelf (std::ostream &os, Indent indent) const

virtual	~CompletelyConnectedWeightSet ()

Protected Member Functions inherited from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >
	WeightSetBase ()

	~WeightSetBase ()

Protected Member Functions inherited from itk::LightProcessObject
virtual void	GenerateData ()

	LightProcessObject ()

	~LightProcessObject ()

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 ()

Additional Inherited Members
Protected Types inherited from itk::LightObject
typedef int	InternalReferenceCountType

Protected Attributes inherited from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >
ValueType	m_Bias

vnl_matrix< int >	m_ConnectivityMatrix

vnl_vector< ValueType >	m_DB

vnl_vector< ValueType >	m_DB_m_1

vnl_vector< ValueType >	m_DB_m_2

vnl_vector< ValueType >	m_DB_new

vnl_matrix< ValueType >	m_Del

vnl_matrix< ValueType >	m_Del_m_1

vnl_matrix< ValueType >	m_Del_m_2

vnl_matrix< ValueType >	m_Del_new

vnl_vector< ValueType >	m_Delb

vnl_vector< ValueType >	m_Delb_m_1

vnl_vector< ValueType >	m_Delb_m_2

vnl_vector< ValueType >	m_Delb_new

vnl_matrix< ValueType >	m_DW

vnl_matrix< ValueType >	m_DW_m

vnl_matrix< ValueType >	m_DW_m_1

vnl_matrix< ValueType >	m_DW_m_2

vnl_matrix< ValueType >	m_DW_new

bool	m_FirstPass

vnl_matrix< ValueType >	m_InputErrorValues

unsigned int	m_InputLayerId

vnl_matrix< ValueType >	m_InputLayerOutput

ValueType	m_Momentum

unsigned int	m_NumberOfInputNodes

unsigned int	m_NumberOfOutputNodes

unsigned int	m_OutputLayerId

vnl_matrix< ValueType >	m_OutputValues

RandomVariateGeneratorType::Pointer	m_RandomGenerator

ValueType	m_Range

bool	m_SecondPass

vnl_matrix< ValueType >	m_WeightMatrix

unsigned int	m_WeightSetId