ITK  4.13.0
Insight Segmentation and Registration Toolkit
itkErrorBackPropagationLearningWithMomentum.h
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18 #ifndef itkErrorBackPropagationLearningWithMomentum_h
19 #define itkErrorBackPropagationLearningWithMomentum_h
20 
21 #include <iostream>
23 
24 namespace itk
25 {
26 namespace Statistics
27 {
41 template<typename LayerType, typename TTargetVector>
42 class ITK_TEMPLATE_EXPORT ErrorBackPropagationLearningWithMomentum : public LearningFunctionBase<typename LayerType::LayerInterfaceType, TTargetVector>
43 {
44 public:
50 
53 
55  itkNewMacro(Self);
56 
57  typedef typename Superclass::ValueType ValueType;
58  typedef typename LayerType::LayerInterfaceType LayerInterfaceType;
59 
60  virtual void Learn( LayerInterfaceType * layer, ValueType learningrate ) ITK_OVERRIDE;
61  virtual void Learn( LayerInterfaceType * layer, TTargetVector errors, ValueType learningrate ) ITK_OVERRIDE;
62 
63 protected:
65  virtual ~ErrorBackPropagationLearningWithMomentum() ITK_OVERRIDE {};
66 
67  virtual void PrintSelf( std::ostream& os, Indent indent ) const ITK_OVERRIDE;
68 
70 };
71 
72 } // end namespace Statistics
73 } // end namespace itk
74 
75 #ifndef ITK_MANUAL_INSTANTIATION
76  #include "itkErrorBackPropagationLearningWithMomentum.hxx"
77 #endif
78 
79 #endif
Light weight base class for most itk classes.
The ErrorBackPropagationLearningWithMomentum is the base class for all the ErrorBackPropagationLearni...
LearningFunctionBase< typename LayerType::LayerInterfaceType, TTargetVector > Superclass
Control indentation during Print() invocation.
Definition: itkIndent.h:49
The LearningFunctionBase is the base class for all the learning strategies.