ITK  4.2.0
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<class LayerType, class TTargetVector>
42 class 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 );
61  virtual void Learn( LayerInterfaceType * layer, TTargetVector errors, ValueType learningrate );
62 
63 protected:
66 
67  virtual void PrintSelf( std::ostream& os, Indent indent ) const;
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
80