ITK  4.9.0
Insight Segmentation and Registration Toolkit
itkErrorBackPropagationLearningFunctionBase.h
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18 #ifndef itkErrorBackPropagationLearningFunctionBase_h
19 #define itkErrorBackPropagationLearningFunctionBase_h
20 
21 #include <iostream>
23 
24 namespace itk
25 {
26 namespace Statistics
27 {
41 template<typename LayerType, typename TTargetVector>
42 class ErrorBackPropagationLearningFunctionBase : public LearningFunctionBase<typename LayerType::LayerInterfaceType, TTargetVector>
43 {
44 public:
50 
51  typedef typename Superclass::ValueType ValueType;
52  typedef typename LayerType::LayerInterfaceType LayerInterfaceType;
53 
56 
58  itkNewMacro(Self);
59 
60  virtual void Learn( LayerInterfaceType * layer, ValueType learningrate);
61  virtual void Learn( LayerInterfaceType * layer, TTargetVector error, ValueType learningrate);
62 
63 protected:
64 
67 
68  virtual void PrintSelf( std::ostream& os, Indent indent ) const;
69 
70 };
71 
72 } // end namespace Statistics
73 } // end namespace itk
74 
75 #ifndef ITK_MANUAL_INSTANTIATION
76  #include "itkErrorBackPropagationLearningFunctionBase.hxx"
77 #endif
78 
79 #endif
Light weight base class for most itk classes.
virtual void Learn(LayerInterfaceType *layer, ValueType learningrate)
The ErrorBackPropagationLearningFunctionBase is the base class for all the ErrorBackPropagationLearni...
virtual void PrintSelf(std::ostream &os, Indent indent) const
Control indentation during Print() invocation.
Definition: itkIndent.h:49
The LearningFunctionBase is the base class for all the learning strategies.
LearningFunctionBase< typename LayerType::LayerInterfaceType, TTargetVector > Superclass