ITK  4.2.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | Protected Attributes
itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector > Class Template Reference

#include <itkNeuralNetworkObject.h>

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

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef LayerBase
< TMeasurementVector,
TTargetVector > 
LayerInterfaceType
typedef TMeasurementVector MeasurementVectorType
typedef Array< ValueTypeNetworkOutputType
typedef SmartPointer< SelfPointer
typedef NeuralNetworkObject Self
typedef DataObject Superclass
typedef TTargetVector TargetVectorType
typedef
MeasurementVectorType::ValueType 
ValueType
- Public Types inherited from itk::DataObject
typedef std::string DataObjectIdentifierType
typedef std::vector< Pointer >
::size_type 
DataObjectPointerArraySizeType
- Public Types inherited from itk::Object
- Public Types inherited from itk::LightObject

Public Member Functions

virtual void BackwardPropagate (NetworkOutputType errors)=0
virtual NetworkOutputType GenerateOutput (TMeasurementVector samplevector)=0
virtual const char * GetNameOfClass () const
virtual void UpdateWeights (ValueType)=0
- Public Member Functions inherited from itk::DataObject
virtual void CopyInformation (const DataObject *)
virtual void DataHasBeenGenerated ()
void DisconnectPipeline ()
bool GetDataReleased () const
virtual const bool & GetReleaseDataFlag ()
SmartPointerForwardReference
< ProcessObject
GetSource () const
DataObjectPointerArraySizeType GetSourceOutputIndex () const
const DataObjectIdentifierTypeGetSourceOutputName () const
virtual unsigned long GetUpdateMTime () const
virtual void Initialize ()
virtual void PrepareForNewData ()
virtual void PropagateRequestedRegion ()
void ReleaseData ()
virtual void ReleaseDataFlagOff ()
virtual void ReleaseDataFlagOn ()
virtual bool RequestedRegionIsOutsideOfTheBufferedRegion ()
virtual void ResetPipeline ()
void SetReleaseDataFlag (bool flag)
virtual void SetRequestedRegion (const DataObject *)
virtual void SetRequestedRegionToLargestPossibleRegion ()
bool ShouldIReleaseData () const
virtual void Update ()
virtual void UpdateOutputData ()
virtual void UpdateOutputInformation ()
virtual bool VerifyRequestedRegion ()
void SetPipelineMTime (unsigned long time)
virtual const unsigned long & GetPipelineMTime ()
virtual void SetRealTimeStamp (RealTimeStamp _arg)
virtual const RealTimeStampGetRealTimeStamp ()
virtual void Graft (const DataObject *)
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
unsigned long AddObserver (const EventObject &event, Command *) const
virtual LightObject::Pointer CreateAnother () const
virtual void DebugOff () const
virtual void DebugOn () const
CommandGetCommand (unsigned long tag)
bool GetDebug () const
MetaDataDictionaryGetMetaDataDictionary (void)
const MetaDataDictionaryGetMetaDataDictionary (void) const
virtual unsigned long 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
void RemoveAllObservers ()
void RemoveObserver (unsigned long tag)
void SetDebug (bool debugFlag) const
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
virtual void SetReferenceCount (int)
virtual void UnRegister () 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

 NeuralNetworkObject ()
virtual void PrintSelf (std::ostream &os, Indent indent) const
virtual ~NeuralNetworkObject ()
- Protected Member Functions inherited from itk::DataObject
virtual void PropagateResetPipeline ()
 DataObject ()
 ~DataObject ()
- Protected Member Functions inherited from itk::Object
 Object ()
bool PrintObservers (std::ostream &os, Indent indent) const
virtual void SetTimeStamp (const TimeStamp &time)
virtual ~Object ()
- 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 ()

Protected Attributes

ValueType m_LearningRate

Additional Inherited Members

- Static Public Member Functions inherited from itk::DataObject
static bool GetGlobalReleaseDataFlag ()
static void GlobalReleaseDataFlagOff ()
static void GlobalReleaseDataFlagOn ()
static void SetGlobalReleaseDataFlag (bool val)
- 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 ()

Detailed Description

template<class TMeasurementVector, class TTargetVector>
class itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >

This is the itkNeuralNetworkObject class.

Definition at line 36 of file itkNeuralNetworkObject.h.


Member Typedef Documentation

template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<const Self> itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::ConstPointer
template<class TMeasurementVector , class TTargetVector >
typedef LayerBase<TMeasurementVector, TTargetVector> itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::LayerInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef TMeasurementVector itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::MeasurementVectorType
template<class TMeasurementVector , class TTargetVector >
typedef Array<ValueType> itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::NetworkOutputType
template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<Self> itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::Pointer
template<class TMeasurementVector , class TTargetVector >
typedef NeuralNetworkObject itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::Self
template<class TMeasurementVector , class TTargetVector >
typedef DataObject itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::Superclass
template<class TMeasurementVector , class TTargetVector >
typedef TTargetVector itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::TargetVectorType
template<class TMeasurementVector , class TTargetVector >
typedef MeasurementVectorType::ValueType itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::ValueType

Constructor & Destructor Documentation

template<class TMeasurementVector , class TTargetVector >
itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::NeuralNetworkObject ( )
protected
template<class TMeasurementVector , class TTargetVector >
virtual itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::~NeuralNetworkObject ( )
protectedvirtual

Member Function Documentation

template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::BackwardPropagate ( NetworkOutputType  errors)
pure virtual
template<class TMeasurementVector , class TTargetVector >
virtual NetworkOutputType itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::GenerateOutput ( TMeasurementVector  samplevector)
pure virtual
template<class TMeasurementVector , class TTargetVector >
virtual const char* itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::GetNameOfClass ( ) const
virtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const
protectedvirtual
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::UpdateWeights ( ValueType  )
pure virtual

Member Data Documentation

template<class TMeasurementVector , class TTargetVector >
ValueType itk::Statistics::NeuralNetworkObject< TMeasurementVector, TTargetVector >::m_LearningRate
protected

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