#include <itkRBFNetwork.h>

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

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

Public Types
typedef Array< ValueType >	ArrayType
typedef SmartPointer< const Self >	ConstPointer
typedef EuclideanDistanceMetric < ArrayType >	DistanceMetricType
typedef RBFLayer < TMeasurementVector, TTargetVector >	HiddenLayerType
typedef Superclass::InputFunctionInterfaceType	InputFunctionInterfaceType
typedef Superclass::LayerInterfaceType	LayerInterfaceType
typedef Superclass::LayerVectorType	LayerVectorType
typedef Superclass::LearningLayerType	LearningLayerType
typedef Superclass::MeasurementVectorType	MeasurementVectorType
typedef Superclass::NetworkOutputType	NetworkOutputType
typedef SmartPointer< Self >	Pointer
typedef RadialBasisFunctionBase < ValueType >	RBFTransferFunctionType
typedef RBFNetwork	Self
typedef MultilayerNeuralNetworkBase < TMeasurementVector, TTargetVector, BackPropagationLayer < TMeasurementVector, TTargetVector > >	Superclass
typedef Superclass::TargetVectorType	TargetVectorType
typedef Superclass::TransferFunctionInterfaceType	TransferFunctionInterfaceType
typedef Superclass::ValueType	ValueType
typedef Superclass::WeightVectorType	WeightVectorType
Public Member Functions
virtual NetworkOutputType	GenerateOutput (TMeasurementVector samplevector)
virtual const unsigned int &	GetClasses ()
virtual const ValueType &	GetFirstHiddenLayerBias ()
virtual const unsigned int &	GetNumOfFirstHiddenNodes ()
virtual const unsigned int &	GetNumOfInputNodes ()
virtual const unsigned int &	GetNumOfOutputNodes ()
virtual const ValueType &	GetOutputLayerBias ()
void	Initialize ()
void	InitializeWeights ()
void	SetCenter (TMeasurementVector c)
virtual void	SetClasses (unsigned int _arg)
void	SetDistanceMetric (DistanceMetricType *f)
virtual void	SetFirstHiddenLayerBias (ValueType _arg)
void	SetFirstHiddenTransferFunction (TransferFunctionInterfaceType *f)
void	SetInputFunction (InputFunctionInterfaceType *f)
void	SetInputTransferFunction (TransferFunctionInterfaceType *f)
virtual void	SetNumOfFirstHiddenNodes (unsigned int _arg)
virtual void	SetNumOfInputNodes (unsigned int _arg)
virtual void	SetNumOfOutputNodes (unsigned int _arg)
virtual void	SetOutputLayerBias (ValueType _arg)
void	SetOutputTransferFunction (TransferFunctionInterfaceType *f)
void	SetRadius (ValueType r)
Protected Member Functions
virtual void	PrintSelf (std::ostream &os, Indent indent) const
	RBFNetwork ()
virtual	~RBFNetwork ()
Private Attributes
std::vector< TMeasurementVector >	m_Centers
unsigned int	m_Classes
DistanceMetricType::Pointer	m_DistanceMetric
ValueType	m_FirstHiddenLayerBias
RBFTransferFunctionType::Pointer	m_FirstHiddenTransferFunction
InputFunctionInterfaceType::Pointer	m_InputFunction
TransferFunctionInterfaceType::Pointer	m_InputTransferFunction
unsigned int	m_NumOfFirstHiddenNodes
unsigned int	m_NumOfInputNodes
unsigned int	m_NumOfOutputNodes
ValueType	m_OutputLayerBias
TransferFunctionInterfaceType::Pointer	m_OutputTransferFunction
std::vector< double >	m_Radii
virtual const char *	GetNameOfClass () const
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
static Pointer	New ()

Detailed Description