ITK  4.6.0
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 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);
60  virtual void Learn(LayerType* layer, TTargetVector errors, ValueType learningrate);
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:
71 
79 
81  virtual void PrintSelf( std::ostream& os, Indent indent ) const;
82 };
83 
84 } // end namespace Statistics
85 } // end namespace itk
86 
87 #ifndef ITK_MANUAL_INSTANTIATION
88  #include "itkQuickPropLearningRule.hxx"
89 #endif
90 
91 #endif
Light weight base class for most itk classes.
LearningFunctionBase< LayerType, TTargetVector > Superclass
virtual void Learn(LayerType *layer, ValueType learningrate)
The QuickPropLearningRule is the base class for all the ErrorBackPropagationLearning strategies...
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.