#include <itkRBFLayer.h>

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

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

Detailed Description

template<typename TMeasurementVector, typename TTargetVector>
class itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >

This is the itkRBFLayer class.

Definition at line 39 of file itkRBFLayer.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef DistanceMetricType::Pointer	DistanceMetricPointer

typedef EuclideanDistanceMetric < InternalVectorType >	DistanceMetricType

typedef Superclass::InputFunctionInterfaceType	InputFunctionInterfaceType

typedef Superclass::InternalVectorType	InternalVectorType

typedef Superclass::LayerInterfaceType	LayerInterfaceType

typedef vnl_vector< ValueType >	NodeVectorType

typedef Superclass::OutputVectorType	OutputVectorType

typedef SmartPointer< Self >	Pointer

typedef RadialBasisFunctionBase < ValueType >	RBFType

typedef RBFLayer	Self

typedef LayerBase < TMeasurementVector, TTargetVector >	Superclass

typedef Superclass::TransferFunctionInterfaceType	TransferFunctionInterfaceType

typedef Superclass::ValuePointer	ValuePointer

typedef Superclass::ValueType	ValueType

typedef Superclass::WeightSetInterfaceType	WeightSetInterfaceType

typedef CompletelyConnectedWeightSet < TMeasurementVector, TTargetVector >	WeightSetType

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

typedef InputFunctionBase < ValueType *, ValueType >	InputFunctionInterfaceType

typedef TMeasurementVector	InputVectorType

typedef Array< ValueType >	InternalVectorType

typedef LayerBase	LayerInterfaceType

enum	LayerTypeCode { INVALIDLAYER =0, INPUTLAYER =1, HIDDENLAYER =2, OUTPUTLAYER =3 }

typedef vnl_vector< ValueType >	NodeVectorType

typedef TTargetVector	OutputVectorType

typedef SmartPointer< Self >	Pointer

typedef LayerBase	Self

typedef LightProcessObject	Superclass

typedef TransferFunctionBase < ValueType >	TransferFunctionInterfaceType

typedef const ValueType *	ValueConstPointer

typedef ValueType *	ValuePointer

typedef TMeasurementVector::ValueType	ValueType

typedef WeightSetBase < TMeasurementVector, TTargetVector >	WeightSetInterfaceType

typedef WeightSetBase < TMeasurementVector, TTargetVector >	WeightSetType

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 ValueType	Activation (ValueType) override

virtual void	BackwardPropagate () override

virtual void	BackwardPropagate (TTargetVector) override

virtual ValueType	DActivation (ValueType) override

virtual void	ForwardPropagate () override

virtual void	ForwardPropagate (TMeasurementVector input) override

InternalVectorType	GetCenter (unsigned int i) const

virtual const DistanceMetricType *	GetDistanceMetric () const

virtual ValueType	GetInputErrorValue (unsigned int node_id) const override

virtual ValueType *	GetInputErrorVector () override

virtual ValueType	GetInputValue (unsigned int i) const override

virtual DistanceMetricType *	GetModifiableDistanceMetric ()

virtual RBFType *	GetModifiableRBF ()

virtual const unsigned int &	GetNumClasses () const

virtual ValueType	GetOutputErrorValue (unsigned int node_id) const override

virtual ValueType	GetOutputValue (unsigned int) const override

virtual ValueType *	GetOutputVector () override

ValueType	GetRadii (unsigned int i) const

virtual const RBFType *	GetRBF () const

virtual const unsigned int &	GetRBF_Dim () const

void	SetCenter (TMeasurementVector c, unsigned int i)

void	SetDistanceMetric (DistanceMetricType *f)

virtual void	SetInputErrorValue (ValueType, unsigned int node_id) override

void	SetInputValue (unsigned int i, ValueType value)

virtual void	SetNumberOfNodes (unsigned int numNodes) override

virtual void	SetNumClasses (unsigned int _arg)

virtual void	SetOutputErrorValues (TTargetVector) override

virtual void	SetOutputValue (unsigned int, ValueType)

void	SetOutputVector (TMeasurementVector value)

void	SetRadii (ValueType c, unsigned int i)

void	SetRBF (RBFType *f)

void	SetRBF_Dim (unsigned int size)


virtual void	SetBias (ValueType _arg)

virtual const ValueType &	GetBias () const

Public Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
virtual void	BackwardPropagate (InternalVectorType)

virtual const TransferFunctionInterfaceType *	GetActivationFunction () const

virtual const WeightSetInterfaceType *	GetInputWeightSet () const

virtual const unsigned int &	GetLayerId () const

virtual LayerTypeCode	GetLayerTypeCode () const

virtual TransferFunctionInterfaceType *	GetModifiableActivationFunction ()

virtual WeightSetInterfaceType *	GetModifiableInputWeightSet ()

virtual InputFunctionInterfaceType *	GetModifiableNodeInputFunction ()

virtual WeightSetInterfaceType *	GetModifiableOutputWeightSet ()

virtual const InputFunctionInterfaceType *	GetNodeInputFunction () const

unsigned int	GetNumberOfNodes () const

virtual const WeightSetInterfaceType *	GetOutputWeightSet () const

void	SetInputWeightSet (WeightSetInterfaceType *)

virtual void	SetLayerId (unsigned int _arg)

virtual void	SetLayerTypeCode (const LayerTypeCode _arg)

void	SetNodeInputFunction (InputFunctionInterfaceType *f)

void	SetOutputWeightSet (WeightSetInterfaceType *)

void	SetTransferFunction (TransferFunctionInterfaceType *f)

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

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

	RBFLayer ()

virtual	~RBFLayer ()

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

	~LayerBase ()

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 ()

Private Attributes
ValueType	m_Bias

std::vector< InternalVectorType >	m_Centers

DistanceMetricType::Pointer	m_DistanceMetric

NodeVectorType	m_InputErrorValues

NodeVectorType	m_NodeInputValues

NodeVectorType	m_NodeOutputValues

unsigned int	m_NumClasses

NodeVectorType	m_OutputErrorValues

InternalVectorType	m_Radii

RBFType::Pointer	m_RBF

unsigned int	m_RBF_Dim

virtual const char *	GetNameOfClass () const

virtual ::itk::LightObject::Pointer	CreateAnother () const

static Pointer	New ()

Additional Inherited Members
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 Attributes inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
TransferFunctionInterfaceType::Pointer	m_ActivationFunction

WeightSetInterfaceType::Pointer	m_InputWeightSet

unsigned int	m_LayerId

LayerTypeCode	m_LayerTypeCode

InputFunctionInterfaceType::Pointer	m_NodeInputFunction

unsigned int	m_NumberOfNodes

WeightSetInterfaceType::Pointer	m_OutputWeightSet

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