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

#include <itkLayerBase.h>

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

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

[legend]List of all members.

Public Types
typedef LayerBase	Self
typedef LightProcessObject	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef TVector	InputVectorType
typedef TOutput	OutputVectorType
typedef TVector::ValueType	ValueType
typedef ValueType *	ValuePointer
typedef vnl_vector< ValueType >	NodeVectorType
typedef WeightSetBase< TVector, TOutput >	WeightSetType
typedef TransferFunctionBase< ValueType >	TransferFunctionType
typedef InputFunctionBase< ValueType *, ValueType >	InputFunctionType
typedef InputFunctionType::Pointer	InputFunctionPointer
typedef TransferFunctionType::Pointer	TransferFunctionPointer
Public Member Functions
virtual const char *	GetNameOfClass () const
virtual void	SetNumberOfNodes (unsigned int)
unsigned int	GetNumberOfNodes ()
virtual ValueType	GetInputValue (unsigned int)=0
virtual ValueType	GetOutputValue (int)=0
virtual ValuePointer	GetOutputVector ()=0
virtual void	ForwardPropagate ()
virtual void	ForwardPropagate (TVector)
virtual void	BackwardPropagate (TOutput)
virtual void	BackwardPropagate ()
virtual ValueType	GetOutputErrorValue (unsigned int)=0
virtual void	SetOutputErrorValues (TOutput)
virtual ValueType	GetInputErrorValue (int)=0
virtual ValuePointer	GetInputErrorVector ()=0
virtual void	SetInputErrorValue (ValueType, int)
virtual void	SetInputWeightSet (WeightSetType *_arg)
virtual WeightSetType *	GetInputWeightSet ()
virtual void	SetOutputWeightSet (WeightSetType *_arg)
virtual WeightSetType *	GetOutputWeightSet ()
void	SetNodeInputFunction (InputFunctionType *f)
virtual InputFunctionType *	GetNodeInputFunction ()
void	SetTransferFunction (TransferFunctionType *f)
virtual TransferFunctionType *	GetActivationFunction ()
virtual ValueType	Activation (ValueType)=0
virtual ValueType	DActivation (ValueType)=0
virtual void	SetLayerType (unsigned int _arg)
virtual unsigned int	GetLayerType ()
virtual void	SetBias (ValueType)=0
virtual ValueType	GetBias ()=0
Protected Member Functions
	LayerBase ()
	~LayerBase ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const
Protected Attributes
unsigned int	m_LayerType
unsigned int	m_NumberOfNodes
WeightSetType::Pointer	m_InputWeightSet
WeightSetType::Pointer	m_OutputWeightSet
TransferFunctionPointer	m_ActivationFunction
InputFunctionPointer	m_NodeInputFunction

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

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Member Typedef Documentation

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

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 43 of file itkLayerBase.h.

template<class TVector, class TOutput> typedef InputFunctionType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::InputFunctionPointer

Definition at line 61 of file itkLayerBase.h.

template<class TVector, class TOutput> typedef InputFunctionBase<ValueType*, ValueType> itk::Statistics::LayerBase< TVector, TOutput >::InputFunctionType

Definition at line 59 of file itkLayerBase.h.

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

Definition at line 48 of file itkLayerBase.h.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 53 of file itkLayerBase.h.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 49 of file itkLayerBase.h.

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

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 42 of file itkLayerBase.h.

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

Standard class typedefs. Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 40 of file itkLayerBase.h.

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

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 41 of file itkLayerBase.h.

template<class TVector, class TOutput> typedef TransferFunctionType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::TransferFunctionPointer

Definition at line 63 of file itkLayerBase.h.

template<class TVector, class TOutput> typedef TransferFunctionBase<ValueType> itk::Statistics::LayerBase< TVector, TOutput >::TransferFunctionType

Definition at line 57 of file itkLayerBase.h.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 52 of file itkLayerBase.h.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 51 of file itkLayerBase.h. Referenced by itk::Statistics::LayerBase< TVector, TOutput >::SetInputErrorValue().

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

Definition at line 55 of file itkLayerBase.h.

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Constructor & Destructor Documentation

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

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

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Member Function Documentation

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 78 of file itkLayerBase.h.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 76 of file itkLayerBase.h.

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 74 of file itkLayerBase.h.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 72 of file itkLayerBase.h.

template<class TVector, class TOutput> virtual TransferFunctionType* itk::Statistics::LayerBase< TVector, TOutput >::GetActivationFunction (   )  [virtual]

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

template<class TVector, class TOutput> virtual WeightSetType* itk::Statistics::LayerBase< TVector, TOutput >::GetInputWeightSet (   )  [virtual]

template<class TVector, class TOutput> virtual unsigned int itk::Statistics::LayerBase< TVector, TOutput >::GetLayerType (   )  [virtual]

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

Method for creation through the object factory. Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

template<class TVector, class TOutput> virtual InputFunctionType* itk::Statistics::LayerBase< TVector, TOutput >::GetNodeInputFunction (   )  [virtual]

template<class TVector, class TOutput> unsigned int itk::Statistics::LayerBase< TVector, TOutput >::GetNumberOfNodes (   )

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

template<class TVector, class TOutput> virtual WeightSetType* itk::Statistics::LayerBase< TVector, TOutput >::GetOutputWeightSet (   )  [virtual]

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

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

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

Implemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 84 of file itkLayerBase.h. References itk::Statistics::LayerBase< TVector, TOutput >::ValueType.

template<class TVector, class TOutput> virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetInputWeightSet (  WeightSetType *  _arg  )  [virtual]

template<class TVector, class TOutput> virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetLayerType (  unsigned int  _arg  )  [virtual]

template<class TVector, class TOutput> void itk::Statistics::LayerBase< TVector, TOutput >::SetNodeInputFunction (  InputFunctionType *  f  )

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >.

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

Reimplemented in itk::Statistics::BackPropagationLayer< TVector, TOutput >, and itk::Statistics::RBFLayer< TVector, TOutput >. Definition at line 80 of file itkLayerBase.h.

template<class TVector, class TOutput> virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetOutputWeightSet (  WeightSetType *  _arg  )  [virtual]

template<class TVector, class TOutput> void itk::Statistics::LayerBase< TVector, TOutput >::SetTransferFunction (  TransferFunctionType *  f  )

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Member Data Documentation

template<class TVector, class TOutput> TransferFunctionPointer itk::Statistics::LayerBase< TVector, TOutput >::m_ActivationFunction [protected]

Definition at line 121 of file itkLayerBase.h.

template<class TVector, class TOutput> WeightSetType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::m_InputWeightSet [protected]

Definition at line 118 of file itkLayerBase.h.

template<class TVector, class TOutput> unsigned int itk::Statistics::LayerBase< TVector, TOutput >::m_LayerType [protected]

Definition at line 115 of file itkLayerBase.h.

template<class TVector, class TOutput> InputFunctionPointer itk::Statistics::LayerBase< TVector, TOutput >::m_NodeInputFunction [protected]

Definition at line 122 of file itkLayerBase.h.

template<class TVector, class TOutput> unsigned int itk::Statistics::LayerBase< TVector, TOutput >::m_NumberOfNodes [protected]

Definition at line 116 of file itkLayerBase.h.

template<class TVector, class TOutput> WeightSetType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::m_OutputWeightSet [protected]

Definition at line 119 of file itkLayerBase.h.

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

• itkLayerBase.h

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