#include <itkRBFLayer.h>

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

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

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 TMeasurementVector	InputVectorType
enum	LayerTypeCode { INVALIDLAYER = 0, INPUTLAYER = 1, HIDDENLAYER = 2, OUTPUTLAYER = 3 }
typedef const ValueType *	ValueConstPointer
Public Types inherited from itk::LightProcessObject
Public Types inherited from itk::Object
Public Types inherited from itk::LightObject

Public Member Functions
virtual ValueType	Activation (ValueType)
virtual void	BackwardPropagate ()
virtual void	BackwardPropagate (TTargetVector)
virtual ValueType	DActivation (ValueType)
virtual void	ForwardPropagate ()
virtual void	ForwardPropagate (TMeasurementVector input)
InternalVectorType	GetCenter (unsigned int i) const
virtual DistanceMetricType *	GetDistanceMetric ()
virtual const DistanceMetricType *	GetDistanceMetric ()
virtual ValueType	GetInputErrorValue (unsigned int node_id) const
virtual ValueType *	GetInputErrorVector ()
virtual ValueType	GetInputValue (unsigned int i) const
virtual const unsigned int &	GetNumClasses ()
virtual ValueType	GetOutputErrorValue (unsigned int node_id) const
virtual ValueType	GetOutputValue (unsigned int) const
virtual ValueType *	GetOutputVector ()
ValueType	GetRadii (unsigned int i) const
virtual RBFType *	GetRBF ()
virtual const RBFType *	GetRBF ()
virtual const unsigned int &	GetRBF_Dim ()
void	SetCenter (TMeasurementVector c, unsigned int i)
void	SetDistanceMetric (DistanceMetricType *f)
virtual void	SetInputErrorValue (ValueType, unsigned int node_id)
void	SetInputValue (unsigned int i, ValueType value)
virtual void	SetNumberOfNodes (unsigned int numNodes)
virtual void	SetNumClasses (unsigned int _arg)
virtual void	SetOutputErrorValues (TTargetVector)
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 ()
Public Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
virtual void	BackwardPropagate (InternalVectorType)
virtual TransferFunctionInterfaceType *	GetActivationFunction ()
virtual const TransferFunctionInterfaceType *	GetActivationFunction ()
virtual WeightSetInterfaceType *	GetInputWeightSet ()
virtual const WeightSetInterfaceType *	GetInputWeightSet ()
virtual const unsigned int &	GetLayerId ()
virtual LayerTypeCode	GetLayerTypeCode () const
virtual InputFunctionInterfaceType *	GetNodeInputFunction ()
virtual const InputFunctionInterfaceType *	GetNodeInputFunction ()
unsigned int	GetNumberOfNodes () const
virtual WeightSetInterfaceType *	GetOutputWeightSet ()
virtual const WeightSetInterfaceType *	GetOutputWeightSet ()
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 ()
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

Protected Member Functions
virtual void	PrintSelf (std::ostream &os, Indent indent) const
	RBFLayer ()
virtual	~RBFLayer ()
Protected Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
	LayerBase ()
	~LayerBase ()
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 ()

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 (void) const
static Pointer	New ()

Additional Inherited Members
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

Detailed Description