itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector > Class Template Reference

#include <itkCompletelyConnectedWeightSet.h>

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

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

List of all members.

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 MersenneTwisterRandomVariateGenerator	RandomVariateGeneratorType
typedef const ValueType *	ValueConstPointer
typedef ValueType *	ValuePointer
typedef TMeasurementVector::ValueType	ValueType
Public Types inherited from itk::LightProcessObject
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 *	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 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 ()

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
	LightProcessObject ()
	~LightProcessObject ()
virtual void	GenerateData ()
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 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

---

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.

---

Member Typedef Documentation

template<class TMeasurementVector , class TTargetVector >

typedef SmartPointer<const Self> itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::ConstPointer

Reimplemented from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >.

Definition at line 42 of file itkCompletelyConnectedWeightSet.h.

template<class TMeasurementVector , class TTargetVector >

typedef SmartPointer<Self> itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::Pointer

Reimplemented from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >.

Definition at line 41 of file itkCompletelyConnectedWeightSet.h.

template<class TMeasurementVector , class TTargetVector >

typedef CompletelyConnectedWeightSet itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::Self

Standard class typedefs.

Reimplemented from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >.

Definition at line 39 of file itkCompletelyConnectedWeightSet.h.

template<class TMeasurementVector , class TTargetVector >

typedef WeightSetBase<TMeasurementVector, TTargetVector> itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::Superclass

Reimplemented from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >.

Definition at line 40 of file itkCompletelyConnectedWeightSet.h.

---

Constructor & Destructor Documentation

template<class TMeasurementVector , class TTargetVector >

itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::CompletelyConnectedWeightSet ( )

protected

template<class TMeasurementVector , class TTargetVector >

virtual itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::~CompletelyConnectedWeightSet ( )

inlineprotectedvirtual

Definition at line 53 of file itkCompletelyConnectedWeightSet.h.

---

Member Function Documentation

template<class TMeasurementVector , class TTargetVector >

virtual::itk::LightObject::Pointer itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::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::LightProcessObject.

template<class TMeasurementVector , class TTargetVector >

virtual const char* itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

static Pointer itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::New ( )

static

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

template<class TMeasurementVector , class TTargetVector >

virtual void itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os, Indent  indent  ) const

protectedvirtual

Method to print the object.

Reimplemented from itk::Statistics::WeightSetBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

void itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::SetCompleteConnectivity

(

)

template<class TMeasurementVector , class TTargetVector >

void itk::Statistics::CompletelyConnectedWeightSet< TMeasurementVector, TTargetVector >::SetRandomConnectivity

(

int

[][MAX_SIZE]

)

---

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

• itkCompletelyConnectedWeightSet.h