itk::Statistics::RBFLayer< TVector, TOutput > Class Template Reference

#include <itkRBFLayer.h>

Inheritance diagram for itk::Statistics::RBFLayer< TVector, TOutput >:

[legend]Collaboration diagram for itk::Statistics::RBFLayer< TVector, TOutput >:

[legend]List of all members.

[NOHEADER]
virtual const char *	GetNameOfClass () const
Pointer	New ()
Public Types
typedef RBFLayer	Self
typedef LayerBase< TVector, TOutput >	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef Superclass::ValueType	ValueType
typedef Superclass::ValuePointer	ValuePointer
typedef vnl_vector< ValueType >	NodeVectorType
typedef Array< ValueType >	NodeArrayType
typedef Superclass::OutputVectorType	OutputVectorType
typedef RadialBasisFunctionBase< ValueType >	RBFType
typedef EuclideanDistance< TVector >	DistanceMetricType
typedef DistanceMetricType::Pointer	DistanceMetricPointer
Public Member Functions
void	SetNumberOfNodes (unsigned int)
ValueType	GetInputValue (unsigned int i)
void	SetInputValue (unsigned int i, ValueType value)
ValueType	GetOutputValue (int)
void	SetOutputValue (int, ValueType)
ValuePointer	GetOutputVector ()
void	SetOutputVector (TVector value)
void	ForwardPropagate ()
void	ForwardPropagate (TVector input)
void	BackwardPropagate ()
void	BackwardPropagate (TOutput)
void	SetOutputErrorValues (TOutput)
ValueType	GetOutputErrorValue (unsigned int node_id)
ValueType	GetInputErrorValue (int node_id)
ValuePointer	GetInputErrorVector ()
void	SetInputErrorValue (ValueType, int node_id)
TVector	GetCenter (int i)
void	SetCenter (TVector c, int i)
ValueType	GetRadii (int i)
void	SetRadii (ValueType c, int i)
ValueType	Activation (ValueType)
ValueType	DActivation (ValueType)
void	SetBias (ValueType b)
ValueType	GetBias ()
void	SetDistanceMetric (DistanceMetricType *f)
DistanceMetricPointer	GetDistanceMetric ()
virtual void	SetNumClasses (int _arg)
virtual const int &	GetNumClasses ()
void	SetRBF (RBFType *f)
virtual RBFType *	GetRBF ()
Protected Member Functions
	RBFLayer ()
	~RBFLayer ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const

template<class TVector, class TOutput>
class itk::Statistics::RBFLayer< TVector, TOutput >

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Member Typedef Documentation

template<class TVector, class TOutput> typedef SmartPointer<const Self> itk::Statistics::RBFLayer< TVector, TOutput >::ConstPointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 39 of file itkRBFLayer.h.

template<class TVector, class TOutput> typedef DistanceMetricType::Pointer itk::Statistics::RBFLayer< TVector, TOutput >::DistanceMetricPointer

Definition at line 56 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::BackwardPropagate().

template<class TVector, class TOutput> typedef EuclideanDistance<TVector> itk::Statistics::RBFLayer< TVector, TOutput >::DistanceMetricType

Definition at line 55 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::BackwardPropagate().

template<class TVector, class TOutput> typedef Array<ValueType> itk::Statistics::RBFLayer< TVector, TOutput >::NodeArrayType

Definition at line 49 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::GetDistanceMetric().

template<class TVector, class TOutput> typedef vnl_vector<ValueType> itk::Statistics::RBFLayer< TVector, TOutput >::NodeVectorType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 48 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::GetDistanceMetric().

template<class TVector, class TOutput> typedef Superclass::OutputVectorType itk::Statistics::RBFLayer< TVector, TOutput >::OutputVectorType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 50 of file itkRBFLayer.h.

template<class TVector, class TOutput> typedef SmartPointer<Self> itk::Statistics::RBFLayer< TVector, TOutput >::Pointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 38 of file itkRBFLayer.h.

template<class TVector, class TOutput> typedef RadialBasisFunctionBase<ValueType> itk::Statistics::RBFLayer< TVector, TOutput >::RBFType

Definition at line 52 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::GetDistanceMetric().

template<class TVector, class TOutput> typedef RBFLayer itk::Statistics::RBFLayer< TVector, TOutput >::Self

Standard class typedefs. Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 36 of file itkRBFLayer.h.

template<class TVector, class TOutput> typedef LayerBase<TVector, TOutput> itk::Statistics::RBFLayer< TVector, TOutput >::Superclass

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 37 of file itkRBFLayer.h.

template<class TVector, class TOutput> typedef Superclass::ValuePointer itk::Statistics::RBFLayer< TVector, TOutput >::ValuePointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 47 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::BackwardPropagate().

template<class TVector, class TOutput> typedef Superclass::ValueType itk::Statistics::RBFLayer< TVector, TOutput >::ValueType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 46 of file itkRBFLayer.h. Referenced by itk::Statistics::RBFLayer< TVector, TOutput >::BackwardPropagate(), and itk::Statistics::RBFLayer< TVector, TOutput >::GetDistanceMetric().

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Constructor & Destructor Documentation

template<class TVector, class TOutput> itk::Statistics::RBFLayer< TVector, TOutput >::RBFLayer (   )  [protected]

template<class TVector, class TOutput> itk::Statistics::RBFLayer< TVector, TOutput >::~RBFLayer (   )  [protected]

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Member Function Documentation

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::Activation (  ValueType   )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::BackwardPropagate (  TOutput   )  [inline, virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >. Definition at line 72 of file itkRBFLayer.h. References itk::Statistics::RBFLayer< TVector, TOutput >::DistanceMetricPointer, itk::Statistics::RBFLayer< TVector, TOutput >::DistanceMetricType, itk::Statistics::RBFLayer< TVector, TOutput >::ValuePointer, and itk::Statistics::RBFLayer< TVector, TOutput >::ValueType.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::BackwardPropagate (   )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::DActivation (  ValueType   )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::ForwardPropagate (  TVector  input  )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::ForwardPropagate (   )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::GetBias (   )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> TVector itk::Statistics::RBFLayer< TVector, TOutput >::GetCenter (  int  i  )

template<class TVector, class TOutput> DistanceMetricPointer itk::Statistics::RBFLayer< TVector, TOutput >::GetDistanceMetric (   )  [inline]

Definition at line 97 of file itkRBFLayer.h. References itk::Statistics::RBFLayer< TVector, TOutput >::NodeArrayType, itk::Statistics::RBFLayer< TVector, TOutput >::NodeVectorType, itk::Statistics::RBFLayer< TVector, TOutput >::RBFType, and itk::Statistics::RBFLayer< TVector, TOutput >::ValueType.

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::GetInputErrorValue (  int  node_id  )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValuePointer itk::Statistics::RBFLayer< TVector, TOutput >::GetInputErrorVector (   )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::GetInputValue (  unsigned int  i  )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> virtual const char* itk::Statistics::RBFLayer< TVector, TOutput >::GetNameOfClass (   )  const [virtual]

Method for creation through the object factory. Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> virtual const int& itk::Statistics::RBFLayer< TVector, TOutput >::GetNumClasses (   )  [virtual]

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::GetOutputErrorValue (  unsigned int  node_id  )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::GetOutputValue (  int   )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValuePointer itk::Statistics::RBFLayer< TVector, TOutput >::GetOutputVector (   )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> ValueType itk::Statistics::RBFLayer< TVector, TOutput >::GetRadii (  int  i  )

template<class TVector, class TOutput> virtual RBFType* itk::Statistics::RBFLayer< TVector, TOutput >::GetRBF (   )  [virtual]

template<class TVector, class TOutput> Pointer itk::Statistics::RBFLayer< TVector, TOutput >::New (   )  [static]

Method for creation through the object factory. Reimplemented from itk::LightProcessObject.

template<class TVector, class TOutput> virtual void itk::Statistics::RBFLayer< TVector, TOutput >::PrintSelf (  std::ostream &  os, Indent  indent )  const [protected, virtual]

Method to print the object. Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetBias (  ValueType  b  )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetCenter (  TVector  c, int  i )

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetDistanceMetric (  DistanceMetricType *  f  )

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetInputErrorValue (  ValueType  , int  node_id )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetInputValue (  unsigned int  i, ValueType  value )

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetNumberOfNodes (  unsigned  int  )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> virtual void itk::Statistics::RBFLayer< TVector, TOutput >::SetNumClasses (  int  _arg  )  [virtual]

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetOutputErrorValues (  TOutput   )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetOutputValue (  int  , ValueType  )

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetOutputVector (  TVector  value  )

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetRadii (  ValueType  c, int  i )

template<class TVector, class TOutput> void itk::Statistics::RBFLayer< TVector, TOutput >::SetRBF (  RBFType *  f  )

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

• itkRBFLayer.h

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