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

#include <itkErrorBackPropagationLearningWithMomentum.h>

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

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Collaboration diagram for itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >:

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List of all members.

Public Types

typedef ErrorBackPropagationLearningWithMomentum Self
typedef LearningFunctionBase<
LayerType, TOutput > 
Superclass
typedef SmartPointer< SelfPointer
typedef SmartPointer< const
Self
ConstPointer
typedef Superclass::ValueType ValueType

Public Member Functions

virtual const char * GetNameOfClass () const
void Learn (LayerType *layer, ValueType learningrate)
void Learn (LayerType *layer, TOutput errors, ValueType learningrate)

Static Public Member Functions

Pointer New ()

Protected Member Functions

 ErrorBackPropagationLearningWithMomentum ()
 ~ErrorBackPropagationLearningWithMomentum ()
virtual void PrintSelf (std::ostream &os, Indent indent) const

Protected Attributes

ValueType m_Momentum

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


Member Typedef Documentation

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

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

Definition at line 46 of file itkErrorBackPropagationLearningWithMomentum.h.

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

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

Definition at line 45 of file itkErrorBackPropagationLearningWithMomentum.h.

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

Standard class typedefs.

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

Definition at line 43 of file itkErrorBackPropagationLearningWithMomentum.h.

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

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

Definition at line 44 of file itkErrorBackPropagationLearningWithMomentum.h.

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

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

Definition at line 54 of file itkErrorBackPropagationLearningWithMomentum.h.


Constructor & Destructor Documentation

template<class LayerType, class TOutput>
itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >::ErrorBackPropagationLearningWithMomentum  )  [protected]
 

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

Definition at line 62 of file itkErrorBackPropagationLearningWithMomentum.h.


Member Function Documentation

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

Method for creation through the object factory.

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

template<class LayerType, class TOutput>
void itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >::Learn LayerType *  layer,
TOutput  errors,
ValueType  learningrate
[virtual]
 

Implements itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

template<class LayerType, class TOutput>
void itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >::Learn LayerType *  layer,
ValueType  learningrate
[virtual]
 

Implements itk::Statistics::LearningFunctionBase< LayerType, TOutput >.

template<class LayerType, class TOutput>
Pointer itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >::New  )  [static]
 

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

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

Method to print the object.

Reimplemented from itk::Statistics::LearningFunctionBase< LayerType, TOutput >.


Member Data Documentation

template<class LayerType, class TOutput>
ValueType itk::Statistics::ErrorBackPropagationLearningWithMomentum< LayerType, TOutput >::m_Momentum [protected]
 

Definition at line 66 of file itkErrorBackPropagationLearningWithMomentum.h.


The documentation for this class was generated from the following file:
Generated at Thu May 25 03:04:17 2006 for ITK by doxygen 1.3.5 written by Dimitri van Heesch, © 1997-2000