itk::Statistics::LearningFunctionBase< LayerType, TOutput > Class Template Reference

#include <itkLearningFunctionBase.h>

Inheritance diagram for itk::Statistics::LearningFunctionBase< LayerType, TOutput >:

[legend]Collaboration diagram for itk::Statistics::LearningFunctionBase< LayerType, TOutput >:

[legend]List of all members.

Public Types
typedef LearningFunctionBase	Self
typedef LightProcessObject	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef LayerType::ValueType	ValueType
Public Member Functions
virtual const char *	GetNameOfClass () const
virtual void	Learn (LayerType *layer, ValueType)=0
virtual void	Learn (LayerType *layer, TOutput error, ValueType)=0
Protected Member Functions
	LearningFunctionBase ()
	~LearningFunctionBase ()
virtual void	PrintSelf (std::ostream &os, Indent indent) const

template<class LayerType, class TOutput>
class itk::Statistics::LearningFunctionBase< LayerType, TOutput >

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Member Typedef Documentation

template<class LayerType, class TOutput> typedef SmartPointer<const Self> itk::Statistics::LearningFunctionBase< LayerType, TOutput >::ConstPointer

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >. Definition at line 41 of file itkLearningFunctionBase.h.

template<class LayerType, class TOutput> typedef SmartPointer<Self> itk::Statistics::LearningFunctionBase< LayerType, TOutput >::Pointer

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >. Definition at line 40 of file itkLearningFunctionBase.h.

template<class LayerType, class TOutput> typedef LearningFunctionBase itk::Statistics::LearningFunctionBase< LayerType, TOutput >::Self

Standard class typedefs. Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >. Definition at line 38 of file itkLearningFunctionBase.h.

template<class LayerType, class TOutput> typedef LightProcessObject itk::Statistics::LearningFunctionBase< LayerType, TOutput >::Superclass

Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >. Definition at line 39 of file itkLearningFunctionBase.h.

template<class LayerType, class TOutput> typedef LayerType::ValueType itk::Statistics::LearningFunctionBase< LayerType, TOutput >::ValueType

Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >. Definition at line 46 of file itkLearningFunctionBase.h.

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Constructor & Destructor Documentation

template<class LayerType, class TOutput> itk::Statistics::LearningFunctionBase< LayerType, TOutput >::LearningFunctionBase (   )  [inline, protected]

Definition at line 53 of file itkLearningFunctionBase.h.

template<class LayerType, class TOutput> itk::Statistics::LearningFunctionBase< LayerType, TOutput >::~LearningFunctionBase (   )  [inline, protected]

Definition at line 54 of file itkLearningFunctionBase.h.

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Member Function Documentation

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

Method for creation through the object factory. Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >.

template<class LayerType, class TOutput> virtual void itk::Statistics::LearningFunctionBase< LayerType, TOutput >::Learn (  LayerType *  layer, TOutput  error, ValueType  )  [pure virtual]

Implemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >.

template<class LayerType, class TOutput> virtual void itk::Statistics::LearningFunctionBase< LayerType, TOutput >::Learn (  LayerType *  layer, ValueType  )  [pure virtual]

Implemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >.

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

Method to print the object. Reimplemented from itk::LightProcessObject. Reimplemented in itk::Statistics::ErrorBackPropagationLearningFunctionBase< LayerType, TOutput >, itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >, itk::Statistics::QuickPropLearningRule< LayerType, TOutput >, and itk::Statistics::RBFBackPropagationLearningFunction< LayerType, TOutput >. Definition at line 57 of file itkLearningFunctionBase.h.

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

• itkLearningFunctionBase.h

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