ITK  4.13.0
Insight Segmentation and Registration Toolkit
itkQuickPropLearningRule.h
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18 #ifndef itkQuickPropLearningRule_h
19 #define itkQuickPropLearningRule_h
20 
21 #include <iostream>
23 
24 namespace itk
25 {
26 namespace Statistics
27 {
42 template<typename LayerType, typename TTargetVector>
43 class ITK_TEMPLATE_EXPORT QuickPropLearningRule : public LearningFunctionBase<LayerType, TTargetVector>
44 {
45 public:
46 
51 
54 
56  itkNewMacro(Self);
57 
58  typedef typename Superclass::ValueType ValueType;
59  virtual void Learn(LayerType* layer, ValueType learningrate) ITK_OVERRIDE;
60  virtual void Learn(LayerType* layer, TTargetVector errors, ValueType learningrate) ITK_OVERRIDE;
61 
62  itkSetMacro(Max_Growth_Factor, ValueType);
63  itkGetConstReferenceMacro(Max_Growth_Factor,ValueType);
64 
65  itkSetMacro(Decay, ValueType);
66  itkGetConstReferenceMacro(Decay,ValueType);
67 
68 protected:
70  virtual ~QuickPropLearningRule() ITK_OVERRIDE{};
71 
72  ValueType m_Momentum;
77 
79  virtual void PrintSelf( std::ostream& os, Indent indent ) const ITK_OVERRIDE;
80 };
81 
82 } // end namespace Statistics
83 } // end namespace itk
84 
85 #ifndef ITK_MANUAL_INSTANTIATION
86  #include "itkQuickPropLearningRule.hxx"
87 #endif
88 
89 #endif
Light weight base class for most itk classes.
LearningFunctionBase< LayerType, TTargetVector > Superclass
The QuickPropLearningRule is the base class for all the ErrorBackPropagationLearning strategies...
Control indentation during Print() invocation.
Definition: itkIndent.h:49
The LearningFunctionBase is the base class for all the learning strategies.