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

#include <itkWeightSetBase.h>

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

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

[legend]List of all members.

Public Types
typedef WeightSetBase	Self
typedef LightProcessObject	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef MersenneTwisterRandomVariateGenerator	RandomVariateGeneratorType
typedef TVector::ValueType	ValueType
typedef ValueType *	ValuePointer
Public Member Functions
virtual const char *	GetNameOfClass () const
void	Initialize ()
ValueType	RandomWeightValue (ValueType low, ValueType high)
void	ForwardPropagate (ValuePointer inputlayeroutputvalues)
void	BackwardPropagate (ValuePointer inputerror)
void	SetConnectivityMatrix (vnl_matrix< int >)
void	SetNumberOfInputNodes (int n)
int	GetNumberOfInputNodes ()
void	SetNumberOfOutputNodes (int n)
int	GetNumberOfOutputNodes ()
void	SetRange (ValueType Range)
ValuePointer	GetOutputValues ()
ValuePointer	GetInputValues ()
ValuePointer	GetTotalDeltaValues ()
ValuePointer	GetTotalDeltaBValues ()
ValuePointer	GetDeltaValues ()
void	SetDeltaValues (ValuePointer)
void	SetDWValues (ValuePointer)
void	SetDBValues (ValuePointer)
ValuePointer	GetDeltaBValues ()
void	SetDeltaBValues (ValuePointer)
ValuePointer	GetDWValues ()
ValuePointer	GetPrevDWValues ()
ValuePointer	GetPrevDBValues ()
ValuePointer	GetPrev_m_2DWValues ()
ValuePointer	GetPrevDeltaValues ()
ValuePointer	GetPrev_m_2DeltaValues ()
ValuePointer	GetPrevDeltaBValues ()
ValuePointer	GetWeightValues ()
void	SetWeightValues (ValuePointer weights)
void	UpdateWeights (ValueType LearningRate)
void	SetMomentum (ValueType)
ValueType	GetMomentum ()
void	SetBias (ValueType)
ValueType	GetBias ()
bool	GetFirstPass ()
void	SetFirstPass (bool)
bool	GetSecondPass ()
void	SetSecondPass (bool)
void	InitializeWeights ()
Protected Member Functions
	WeightSetBase ()
	~WeightSetBase ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
Protected Attributes
RandomVariateGeneratorType::Pointer	m_RandomGenerator
int	m_NumberOfInputNodes
int	m_NumberOfOutputNodes
vnl_matrix< ValueType >	m_OutputValues
vnl_matrix< ValueType >	m_InputErrorValues
vnl_matrix< ValueType >	m_DW
vnl_matrix< ValueType >	m_DW_new
vnl_matrix< ValueType >	m_DW_m_1
vnl_matrix< ValueType >	m_DW_m_2
vnl_matrix< ValueType >	m_DW_m
vnl_vector< ValueType >	m_DB
vnl_vector< ValueType >	m_DB_new
vnl_vector< ValueType >	m_DB_m_1
vnl_vector< ValueType >	m_DB_m_2
vnl_matrix< ValueType >	m_del
vnl_matrix< ValueType >	m_del_new
vnl_matrix< ValueType >	m_del_m_1
vnl_matrix< ValueType >	m_del_m_2
vnl_vector< ValueType >	m_delb
vnl_vector< ValueType >	m_delb_new
vnl_vector< ValueType >	m_delb_m_1
vnl_vector< ValueType >	m_delb_m_2
vnl_matrix< ValueType >	m_InputLayerOutput
vnl_matrix< ValueType >	m_WeightMatrix
vnl_matrix< int >	m_ConnectivityMatrix
ValueType	m_Momentum
ValueType	m_Bias
bool	m_FirstPass
bool	m_SecondPass
ValueType	m_Range

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

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Member Typedef Documentation

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

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::CompletelyConnectedWeightSet< TVector, TOutput >. Definition at line 44 of file itkWeightSetBase.h.

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

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::CompletelyConnectedWeightSet< TVector, TOutput >. Definition at line 43 of file itkWeightSetBase.h.

template<class TVector, class TOutput> typedef MersenneTwisterRandomVariateGenerator itk::Statistics::WeightSetBase< TVector, TOutput >::RandomVariateGeneratorType

Definition at line 47 of file itkWeightSetBase.h.

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

Standard class typedefs. Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::CompletelyConnectedWeightSet< TVector, TOutput >. Definition at line 41 of file itkWeightSetBase.h.

template<class TVector, class TOutput> typedef LightProcessObject itk::Statistics::WeightSetBase< TVector, TOutput >::Superclass

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::CompletelyConnectedWeightSet< TVector, TOutput >. Definition at line 42 of file itkWeightSetBase.h.

template<class TVector, class TOutput> typedef ValueType* itk::Statistics::WeightSetBase< TVector, TOutput >::ValuePointer

Definition at line 50 of file itkWeightSetBase.h.

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

Definition at line 49 of file itkWeightSetBase.h.

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Constructor & Destructor Documentation

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

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

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Member Function Documentation

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::BackwardPropagate (  ValuePointer  inputerror  )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::ForwardPropagate (  ValuePointer  inputlayeroutputvalues  )

template<class TVector, class TOutput> ValueType itk::Statistics::WeightSetBase< TVector, TOutput >::GetBias (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetDeltaBValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetDeltaValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetDWValues (   )

template<class TVector, class TOutput> bool itk::Statistics::WeightSetBase< TVector, TOutput >::GetFirstPass (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetInputValues (   )

template<class TVector, class TOutput> ValueType itk::Statistics::WeightSetBase< TVector, TOutput >::GetMomentum (   )

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

Run-time type information (and related methods). Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::CompletelyConnectedWeightSet< TVector, TOutput >.

template<class TVector, class TOutput> int itk::Statistics::WeightSetBase< TVector, TOutput >::GetNumberOfInputNodes (   )

template<class TVector, class TOutput> int itk::Statistics::WeightSetBase< TVector, TOutput >::GetNumberOfOutputNodes (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetOutputValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetPrev_m_2DeltaValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetPrev_m_2DWValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetPrevDBValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetPrevDeltaBValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetPrevDeltaValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetPrevDWValues (   )

template<class TVector, class TOutput> bool itk::Statistics::WeightSetBase< TVector, TOutput >::GetSecondPass (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetTotalDeltaBValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetTotalDeltaValues (   )

template<class TVector, class TOutput> ValuePointer itk::Statistics::WeightSetBase< TVector, TOutput >::GetWeightValues (   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::Initialize (   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::InitializeWeights (   )

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

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

template<class TVector, class TOutput> ValueType itk::Statistics::WeightSetBase< TVector, TOutput >::RandomWeightValue (  ValueType  low, ValueType  high )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetBias (  ValueType   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetConnectivityMatrix (  vnl_matrix< int >   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetDBValues (  ValuePointer   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetDeltaBValues (  ValuePointer   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetDeltaValues (  ValuePointer   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetDWValues (  ValuePointer   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetFirstPass (  bool   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetMomentum (  ValueType   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetNumberOfInputNodes (  int  n  )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetNumberOfOutputNodes (  int  n  )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetRange (  ValueType  Range  )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetSecondPass (  bool   )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::SetWeightValues (  ValuePointer  weights  )

template<class TVector, class TOutput> void itk::Statistics::WeightSetBase< TVector, TOutput >::UpdateWeights (  ValueType  LearningRate  )

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Member Data Documentation

template<class TVector, class TOutput> ValueType itk::Statistics::WeightSetBase< TVector, TOutput >::m_Bias [protected]

Definition at line 174 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<int> itk::Statistics::WeightSetBase< TVector, TOutput >::m_ConnectivityMatrix [protected]

Definition at line 171 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DB [protected]

Definition at line 154 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DB_m_1 [protected]

Definition at line 156 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DB_m_2 [protected]

Definition at line 157 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DB_new [protected]

Definition at line 155 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_del [protected]

Definition at line 159 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_del_m_1 [protected]

Definition at line 161 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_del_m_2 [protected]

Definition at line 162 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_del_new [protected]

Definition at line 160 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_delb [protected]

Definition at line 164 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_delb_m_1 [protected]

Definition at line 166 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_delb_m_2 [protected]

Definition at line 167 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_vector<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_delb_new [protected]

Definition at line 165 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DW [protected]

Definition at line 148 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DW_m [protected]

Definition at line 152 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DW_m_1 [protected]

Definition at line 150 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DW_m_2 [protected]

Definition at line 151 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_DW_new [protected]

Definition at line 149 of file itkWeightSetBase.h.

template<class TVector, class TOutput> bool itk::Statistics::WeightSetBase< TVector, TOutput >::m_FirstPass [protected]

Definition at line 175 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_InputErrorValues [protected]

Definition at line 140 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_InputLayerOutput [protected]

Definition at line 169 of file itkWeightSetBase.h.

template<class TVector, class TOutput> ValueType itk::Statistics::WeightSetBase< TVector, TOutput >::m_Momentum [protected]

Definition at line 173 of file itkWeightSetBase.h.

template<class TVector, class TOutput> int itk::Statistics::WeightSetBase< TVector, TOutput >::m_NumberOfInputNodes [protected]

Definition at line 137 of file itkWeightSetBase.h.

template<class TVector, class TOutput> int itk::Statistics::WeightSetBase< TVector, TOutput >::m_NumberOfOutputNodes [protected]

Definition at line 138 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_OutputValues [protected]

Definition at line 139 of file itkWeightSetBase.h.

template<class TVector, class TOutput> RandomVariateGeneratorType::Pointer itk::Statistics::WeightSetBase< TVector, TOutput >::m_RandomGenerator [protected]

Definition at line 136 of file itkWeightSetBase.h.

template<class TVector, class TOutput> ValueType itk::Statistics::WeightSetBase< TVector, TOutput >::m_Range [protected]

Definition at line 177 of file itkWeightSetBase.h.

template<class TVector, class TOutput> bool itk::Statistics::WeightSetBase< TVector, TOutput >::m_SecondPass [protected]

Definition at line 176 of file itkWeightSetBase.h.

template<class TVector, class TOutput> vnl_matrix<ValueType> itk::Statistics::WeightSetBase< TVector, TOutput >::m_WeightMatrix [protected]

Definition at line 170 of file itkWeightSetBase.h.

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

• itkWeightSetBase.h

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