#include <itkRBFBackPropagationLearningFunction.h>

Inheritance diagram for itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >:

Collaboration diagram for itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >:

Detailed Description

template<typename LayerType, typename TTargetVector>
class itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TTargetVector >

This is the itkRBFBackPropagationLearningFunction class.

Definition at line 36 of file itkRBFBackPropagationLearningFunction.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef LayerType::LayerInterfaceType	LayerInterfaceType

typedef SmartPointer< Self >	Pointer

typedef RBFBackPropagationLearningFunction	Self

typedef LearningFunctionBase < LayerType, TTargetVector >	Superclass

typedef Superclass::ValueType	ValueType

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

typedef SmartPointer< Self >	Pointer

typedef LearningFunctionBase	Self

typedef LightProcessObject	Superclass

typedef LayerType::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 () const

virtual ValueType	GetLearningRate1 ()

virtual ValueType	GetLearningRate2 ()

virtual ValueType	GetLearningRate3 ()

virtual const char *	GetNameOfClass () const

virtual void	Learn (LayerType *layer, ValueType learningrate) override

virtual void	Learn (LayerType *layer, TTargetVector error, ValueType learningrate) override

virtual void	SetLearningRate1 (ValueType _arg)

virtual void	SetLearningRate2 (ValueType _arg)

virtual void	SetLearningRate3 (ValueType _arg)

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

virtual void	AbortGenerateDataOn ()

virtual const bool &	GetAbortGenerateData () const

virtual void	SetAbortGenerateData (bool _arg)

virtual void	UpdateOutputData ()

void	UpdateProgress (float amount)

virtual void	SetProgress (float _arg)

virtual const float &	GetProgress () const

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 ()

const MetaDataDictionary &	GetMetaDataDictionary () 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 override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int) override

virtual void	UnRegister () const noexceptoverride

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () 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::LightProcessObject
static Pointer	New ()

Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool flag)

Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Protected Member Functions
virtual void	PrintSelf (std::ostream &os, Indent indent) const override

	RBFBackPropagationLearningFunction ()

virtual	~RBFBackPropagationLearningFunction () override

Protected Member Functions inherited from itk::Statistics::LearningFunctionBase< LayerType, TTargetVector >
	LearningFunctionBase ()

	~LearningFunctionBase () override

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

	LightProcessObject ()

	~LightProcessObject () override

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~Object () override

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 Attributes
ValueType	m_LearningRate1

ValueType	m_LearningRate2

ValueType	m_LearningRate3

vnl_vector< ValueType >	m_OutputErrors

Additional Inherited Members
Protected Attributes inherited from itk::LightObject
AtomicInt< int >	m_ReferenceCount