ITK  4.13.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | Private Attributes | List of all members
itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector > Class Template Reference

#include <itkBackPropagationLayer.h>

+ Inheritance diagram for itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >:
+ Collaboration diagram for itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >:

Detailed Description

template<typename TMeasurementVector, typename TTargetVector>
class itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >

This is the itkBackPropagationLayer class.

Definition at line 37 of file itkBackPropagationLayer.h.

Public Types

typedef SmartPointer< const SelfConstPointer
 
typedef
Superclass::InputFunctionInterfaceType 
InputFunctionInterfaceType
 
typedef
Superclass::InternalVectorType 
InternalVectorType
 
typedef
Superclass::LayerInterfaceType 
LayerInterfaceType
 
typedef vnl_vector< ValueTypeNodeVectorType
 
typedef
Superclass::OutputVectorType 
OutputVectorType
 
typedef SmartPointer< SelfPointer
 
typedef BackPropagationLayer Self
 
typedef LayerBase
< TMeasurementVector,
TTargetVector > 
Superclass
 
typedef
Superclass::TransferFunctionInterfaceType 
TransferFunctionInterfaceType
 
typedef Superclass::ValueType ValueType
 
typedef
Superclass::WeightSetInterfaceType 
WeightSetInterfaceType
 
typedef
CompletelyConnectedWeightSet
< TMeasurementVector,
TTargetVector > 
WeightSetType
 
- Public Types inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
typedef SmartPointer< const SelfConstPointer
 
typedef InputFunctionBase
< ValueType *, ValueType
InputFunctionInterfaceType
 
typedef TMeasurementVector InputVectorType
 
typedef Array< ValueTypeInternalVectorType
 
typedef LayerBase LayerInterfaceType
 
enum  LayerTypeCode {
  INVALIDLAYER =0,
  INPUTLAYER =1,
  HIDDENLAYER =2,
  OUTPUTLAYER =3
}
 
typedef vnl_vector< ValueTypeNodeVectorType
 
typedef TTargetVector OutputVectorType
 
typedef SmartPointer< SelfPointer
 
typedef LayerBase Self
 
typedef LightProcessObject Superclass
 
typedef TransferFunctionBase
< ValueType
TransferFunctionInterfaceType
 
typedef const ValueTypeValueConstPointer
 
typedef ValueTypeValuePointer
 
typedef
TMeasurementVector::ValueType 
ValueType
 
typedef WeightSetBase
< TMeasurementVector,
TTargetVector > 
WeightSetInterfaceType
 
typedef WeightSetBase
< TMeasurementVector,
TTargetVector > 
WeightSetType
 
- Public Types inherited from itk::LightProcessObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightProcessObject Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

virtual ValueType Activation (ValueType) override
 
virtual void BackwardPropagate () override
 
virtual void BackwardPropagate (InternalVectorType errors) override
 
virtual ValueType DActivation (ValueType) override
 
virtual void ForwardPropagate () override
 
virtual void ForwardPropagate (TMeasurementVector input) override
 
virtual ValueType GetInputErrorValue (unsigned int node_id) const override
 
virtual ValueTypeGetInputErrorVector () override
 
virtual ValueType GetInputValue (unsigned int i) const override
 
virtual ValueType GetOutputErrorValue (unsigned int node_id) const override
 
virtual ValueType GetOutputValue (unsigned int) const override
 
virtual ValueTypeGetOutputVector () override
 
virtual void SetInputErrorValue (ValueType, unsigned int node_id) override
 
virtual void SetInputValue (unsigned int i, ValueType value)
 
virtual void SetNumberOfNodes (unsigned int numNodes) override
 
virtual void SetOutputErrorValues (TTargetVector) override
 
virtual void SetOutputValue (unsigned int, ValueType)
 
void SetOutputVector (TMeasurementVector value)
 
virtual void SetBias (ValueType _arg)
 
virtual const ValueTypeGetBias () const
 
- Public Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
virtual void BackwardPropagate (InternalVectorType)
 
virtual const
TransferFunctionInterfaceType
GetActivationFunction () const
 
virtual const
WeightSetInterfaceType
GetInputWeightSet () const
 
virtual const unsigned int & GetLayerId () const
 
virtual LayerTypeCode GetLayerTypeCode () const
 
virtual
TransferFunctionInterfaceType
GetModifiableActivationFunction ()
 
virtual WeightSetInterfaceTypeGetModifiableInputWeightSet ()
 
virtual
InputFunctionInterfaceType
GetModifiableNodeInputFunction ()
 
virtual WeightSetInterfaceTypeGetModifiableOutputWeightSet ()
 
virtual const
InputFunctionInterfaceType
GetNodeInputFunction () const
 
unsigned int GetNumberOfNodes () const
 
virtual const
WeightSetInterfaceType
GetOutputWeightSet () const
 
void SetInputWeightSet (WeightSetInterfaceType *)
 
virtual void SetLayerId (unsigned int _arg)
 
virtual void SetLayerTypeCode (const LayerTypeCode _arg)
 
void SetNodeInputFunction (InputFunctionInterfaceType *f)
 
void SetOutputWeightSet (WeightSetInterfaceType *)
 
void SetTransferFunction (TransferFunctionInterfaceType *f)
 
- Public Member Functions inherited from itk::LightProcessObject
virtual void AbortGenerateDataOff ()
 
virtual void AbortGenerateDataOn ()
 
virtual const bool & GetAbortGenerateData () const
 
virtual void SetAbortGenerateData (bool _arg)
 
virtual void UpdateOutputData ()
 
void UpdateProgress (float amount)
 
virtual void SetProgress (float _arg)
 
virtual const float & GetProgress () const
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
virtual void SetObjectName (std::string _arg)
 
virtual const std::string & GetObjectName () const
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Protected Member Functions

 BackPropagationLayer ()
 
virtual void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual ~BackPropagationLayer () override
 
- Protected Member Functions inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
 LayerBase ()
 
 ~LayerBase () override
 
- Protected Member Functions inherited from itk::LightProcessObject
virtual void GenerateData ()
 
 LightProcessObject ()
 
 ~LightProcessObject () override
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~Object () override
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Private Attributes

ValueType m_Bias
 
NodeVectorType m_InputErrorValues
 
NodeVectorType m_NodeInputValues
 
NodeVectorType m_NodeOutputValues
 
NodeVectorType m_OutputErrorValues
 
virtual const char * GetNameOfClass () const
 
virtual ::itk::LightObject::Pointer CreateAnother () const
 
static Pointer New ()
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::LightProcessObject
static Pointer New ()
 
- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 
- Protected Attributes inherited from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >
TransferFunctionInterfaceType::Pointer m_ActivationFunction
 
WeightSetInterfaceType::Pointer m_InputWeightSet
 
unsigned int m_LayerId
 
LayerTypeCode m_LayerTypeCode
 
InputFunctionInterfaceType::Pointer m_NodeInputFunction
 
unsigned int m_NumberOfNodes
 
WeightSetInterfaceType::Pointer m_OutputWeightSet
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Member Typedef Documentation

template<typename TMeasurementVector , typename TTargetVector >
typedef SmartPointer<const Self> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ConstPointer

Definition at line 43 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::InputFunctionInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::InputFunctionInterfaceType

Definition at line 60 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::InternalVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::InternalVectorType

Definition at line 52 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::LayerInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::LayerInterfaceType

Definition at line 54 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef vnl_vector<ValueType> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::NodeVectorType

Definition at line 51 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::OutputVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::OutputVectorType

Definition at line 53 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef SmartPointer<Self> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Pointer

Definition at line 42 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef BackPropagationLayer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Self

Definition at line 40 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef LayerBase<TMeasurementVector, TTargetVector> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Superclass

Definition at line 41 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::TransferFunctionInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::TransferFunctionInterfaceType

Definition at line 62 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ValueType

Definition at line 47 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef Superclass::WeightSetInterfaceType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::WeightSetInterfaceType

Definition at line 58 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
typedef CompletelyConnectedWeightSet<TMeasurementVector,TTargetVector> itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::WeightSetType

Definition at line 56 of file itkBackPropagationLayer.h.

Constructor & Destructor Documentation

template<typename TMeasurementVector , typename TTargetVector >
itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackPropagationLayer ( )
protected
template<typename TMeasurementVector , typename TTargetVector >
virtual itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::~BackPropagationLayer ( )
overrideprotectedvirtual

Member Function Documentation

template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Activation ( ValueType  )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( InternalVectorType  errors)
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual::itk::LightObject::Pointer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::CreateAnother ( ) const
virtual

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::DActivation ( ValueType  )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( TMeasurementVector  input)
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual const ValueType& itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetBias ( ) const
virtual

Set/Get the bias

template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputErrorValue ( unsigned int  node_id) const
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputErrorVector ( )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputValue ( unsigned int  i) const
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual const char* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetNameOfClass ( ) const
virtual

Method for creation through the object factory.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputErrorValue ( unsigned int  node_id) const
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputValue ( unsigned  int) const
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual ValueType* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputVector ( )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
static Pointer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::New ( )
static

Method for creation through the object factory.

template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
overrideprotectedvirtual

Method to print the object.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetBias ( ValueType  _arg)
virtual

Set/Get the bias

template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetInputErrorValue ( ValueType  ,
unsigned int  node_id 
)
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetInputValue ( unsigned int  i,
ValueType  value 
)
virtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetNumberOfNodes ( unsigned int  numNodes)
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputErrorValues ( TTargetVector  )
overridevirtual
template<typename TMeasurementVector , typename TTargetVector >
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputValue ( unsigned  int,
ValueType   
)
virtual
template<typename TMeasurementVector , typename TTargetVector >
void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputVector ( TMeasurementVector  value)

Member Data Documentation

template<typename TMeasurementVector , typename TTargetVector >
ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_Bias
private

Definition at line 109 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_InputErrorValues
private

Definition at line 107 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_NodeInputValues
private

Definition at line 105 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_NodeOutputValues
private

Definition at line 106 of file itkBackPropagationLayer.h.

template<typename TMeasurementVector , typename TTargetVector >
NodeVectorType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::m_OutputErrorValues
private

Definition at line 108 of file itkBackPropagationLayer.h.


The documentation for this class was generated from the following file: