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itk::Statistics::BackPropagationLayer

itk::Statistics::BackPropagationLayer< TVector, TOutput > Class Template Reference

#include <itkBackPropagationLayer.h>

Inheritance diagram for itk::Statistics::BackPropagationLayer< TVector, TOutput >:

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Collaboration diagram for itk::Statistics::BackPropagationLayer< TVector, TOutput >:

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List of all members.

Detailed Description

template<class TVector, class TOutput>
class itk::Statistics::BackPropagationLayer< TVector, TOutput >

Definition at line 29 of file itkBackPropagationLayer.h.
virtual const char * GetNameOfClass () const
static Pointer New ()

Public Types

typedef SmartPointer< const
Self > 		ConstPointer
typedef InputFunctionType::ConstPointer InputFunctionConstPointer
typedef InputFunctionType::Pointer InputFunctionPointer
typedef InputFunctionBase<
ValueType *, ValueType > 		InputFunctionType
typedef TVector InputVectorType
typedef Superclass::InternalVectorType InternalVectorType
typedef vnl_vector< ValueType > NodeVectorType
typedef Superclass::OutputVectorType OutputVectorType
typedef SmartPointer< Self > Pointer
typedef BackPropagationLayer Self
typedef LayerBase< TVector,
TOutput > 		Superclass
typedef TransferFunctionType::ConstPointer TransferFunctionConstPointer
typedef TransferFunctionType::Pointer TransferFunctionPointer
typedef TransferFunctionBase<
ValueType > 		TransferFunctionType
typedef Superclass::ValueConstPointer ValueConstPointer
typedef Superclass::ValuePointer ValuePointer
typedef Superclass::ValueType ValueType
typedef WeightSetType::ConstPointer WeightSetConstPointer
typedef WeightSetType::Pointer WeightSetPointer
typedef WeightSetBase< TVector,
TOutput > 		WeightSetType

Public Member Functions

virtual void AbortGenerateDataOff ()
virtual void AbortGenerateDataOn ()
virtual ValueType Activation (ValueType)=0
ValueType Activation (ValueType)
virtual void BackwardPropagate (InternalVectorType)
void BackwardPropagate ()
void BackwardPropagate (InternalVectorType e)
virtual LightObject::Pointer CreateAnother () const
virtual ValueType DActivation (ValueType)=0
ValueType DActivation (ValueType)
virtual void DebugOff () const
virtual void DebugOn () const
virtual void Delete ()
void ForwardPropagate (TVector)
void ForwardPropagate ()
virtual const bool & GetAbortGenerateData ()
virtual const TransferFunctionType * GetActivationFunction ()
virtual TransferFunctionType * GetActivationFunction ()
virtual const ValueType & GetBias () const=0
Command * GetCommand (unsigned long tag)
bool GetDebug () const
ValueType GetInputErrorValue (unsigned int) const
ValuePointer GetInputErrorVector ()
ValueType GetInputValue (unsigned int i) const
virtual const WeightSetType * GetInputWeightSet ()
virtual WeightSetType * GetInputWeightSet ()
virtual const unsigned int & GetLayerId ()
virtual const unsigned int & GetLayerType ()
const MetaDataDictionary & GetMetaDataDictionary (void) const
MetaDataDictionary & GetMetaDataDictionary (void)
virtual unsigned long GetMTime () const
virtual const InputFunctionType * GetNodeInputFunction ()
virtual InputFunctionType * GetNodeInputFunction ()
unsigned int GetNumberOfNodes () const
ValueType GetOutputErrorValue (unsigned int) const
ValueType GetOutputValue (unsigned int) const
ValuePointer GetOutputVector ()
virtual const WeightSetType * GetOutputWeightSet ()
virtual WeightSetType * GetOutputWeightSet ()
virtual int GetReferenceCount () const
bool HasObserver (const EventObject &event) const
void InvokeEvent (const EventObject &) const
void InvokeEvent (const EventObject &)
virtual void Modified () const
void Print (std::ostream &os, Indent indent=0) const
virtual void Register () const
void RemoveAllObservers ()
void RemoveObserver (unsigned long tag)
virtual void SetAbortGenerateData (bool _arg)
virtual void SetBias (const ValueType)=0
void SetDebug (bool debugFlag) const
virtual void SetInputErrorValue (ValueType, unsigned int)
void SetInputErrorValue (ValueType, unsigned int)
void SetInputValue (unsigned int i, ValueType value)
void SetInputWeightSet (WeightSetType *)
virtual void SetLayerId (unsigned int _arg)
virtual void SetLayerType (unsigned int _arg)
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
void SetNodeInputFunction (InputFunctionType *f)
void SetNumberOfNodes (unsigned int)
void SetOutputErrorValues (TOutput)
void SetOutputValue (unsigned int, ValueType)
void SetOutputVector (TVector value)
void SetOutputWeightSet (WeightSetType *)
virtual void SetReferenceCount (int)
void SetTransferFunction (TransferFunctionType *f)
virtual void UnRegister () const
virtual void UpdateOutputData ()
void UpdateProgress (float amount)
unsigned long AddObserver (const EventObject &event, Command *) const
unsigned long AddObserver (const EventObject &event, Command *)
virtual const ValueType & GetBias ()
virtual void SetBias (ValueType _arg)
virtual const float & GetProgress ()
virtual void SetProgress (float _arg)

Static Public Member Functions

static void BreakOnError ()
static bool GetGlobalWarningDisplay ()
static void GlobalWarningDisplayOff ()
static void GlobalWarningDisplayOn ()
static void SetGlobalWarningDisplay (bool flag)

Protected Member Functions

 BackPropagationLayer ()
virtual void GenerateData ()
bool PrintObservers (std::ostream &os, Indent indent) const
virtual void PrintSelf (std::ostream &os, Indent indent) const
 ~BackPropagationLayer ()
virtual void PrintHeader (std::ostream &os, Indent indent) const
virtual void PrintTrailer (std::ostream &os, Indent indent) const

Protected Attributes

TransferFunctionPointer m_ActivationFunction
WeightSetType::Pointer m_InputWeightSet
unsigned int m_LayerId
unsigned int m_LayerType
InputFunctionPointer m_NodeInputFunction
unsigned int m_NumberOfNodes
WeightSetType::Pointer m_OutputWeightSet
int m_ReferenceCount
SimpleFastMutexLock m_ReferenceCountLock

Member Typedef Documentation

template<class TVector, class TOutput>
typedef SmartPointer<const Self> itk::Statistics::BackPropagationLayer< TVector, TOutput >::ConstPointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 35 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef InputFunctionType::ConstPointer itk::Statistics::LayerBase< TVector, TOutput >::InputFunctionConstPointer [inherited]

Definition at line 64 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef InputFunctionType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::InputFunctionPointer [inherited]

Definition at line 63 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef InputFunctionBase<ValueType*, ValueType> itk::Statistics::LayerBase< TVector, TOutput >::InputFunctionType [inherited]

Definition at line 61 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef TVector itk::Statistics::LayerBase< TVector, TOutput >::InputVectorType [inherited]

Definition at line 46 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef Superclass::InternalVectorType itk::Statistics::BackPropagationLayer< TVector, TOutput >::InternalVectorType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 46 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef vnl_vector<ValueType> itk::Statistics::BackPropagationLayer< TVector, TOutput >::NodeVectorType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 45 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef Superclass::OutputVectorType itk::Statistics::BackPropagationLayer< TVector, TOutput >::OutputVectorType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 47 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef SmartPointer<Self> itk::Statistics::BackPropagationLayer< TVector, TOutput >::Pointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 34 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef BackPropagationLayer itk::Statistics::BackPropagationLayer< TVector, TOutput >::Self

Standard class typedefs.

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 32 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef LayerBase<TVector, TOutput> itk::Statistics::BackPropagationLayer< TVector, TOutput >::Superclass

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 33 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef TransferFunctionType::ConstPointer itk::Statistics::LayerBase< TVector, TOutput >::TransferFunctionConstPointer [inherited]

Definition at line 67 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef TransferFunctionType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::TransferFunctionPointer [inherited]

Definition at line 66 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef TransferFunctionBase<ValueType> itk::Statistics::LayerBase< TVector, TOutput >::TransferFunctionType [inherited]

Definition at line 59 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef Superclass::ValueConstPointer itk::Statistics::BackPropagationLayer< TVector, TOutput >::ValueConstPointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 44 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef Superclass::ValuePointer itk::Statistics::BackPropagationLayer< TVector, TOutput >::ValuePointer

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 43 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef Superclass::ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::ValueType

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

Definition at line 39 of file itkBackPropagationLayer.h.

template<class TVector, class TOutput>
typedef WeightSetType::ConstPointer itk::Statistics::LayerBase< TVector, TOutput >::WeightSetConstPointer [inherited]

Definition at line 70 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef WeightSetType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::WeightSetPointer [inherited]

Definition at line 69 of file itkLayerBase.h.

template<class TVector, class TOutput>
typedef WeightSetBase<TVector,TOutput> itk::Statistics::LayerBase< TVector, TOutput >::WeightSetType [inherited]

Definition at line 57 of file itkLayerBase.h.

Constructor & Destructor Documentation

template<class TVector, class TOutput>
itk::Statistics::BackPropagationLayer< TVector, TOutput >::BackPropagationLayer (  )  [protected]

template<class TVector, class TOutput>
itk::Statistics::BackPropagationLayer< TVector, TOutput >::~BackPropagationLayer (  )  [protected]

Member Function Documentation

virtual void itk::LightProcessObject::AbortGenerateDataOff (  )  [virtual, inherited]

virtual void itk::LightProcessObject::AbortGenerateDataOn (  )  [virtual, inherited]

Turn on and off the AbortGenerateData flag.

template<class TVector, class TOutput>
virtual ValueType itk::Statistics::LayerBase< TVector, TOutput >::Activation ( ValueType   )  [pure virtual, inherited]

template<class TVector, class TOutput>
ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::Activation ( ValueType   ) 

unsigned long itk::Object::AddObserver ( const EventObject &  event,
Command *   
) const [inherited]

unsigned long itk::Object::AddObserver ( const EventObject &  event,
Command *   
) [inherited]

Allow people to add/remove/invoke observers (callbacks) to any ITK object. This is an implementation of the subject/observer design pattern. An observer is added by specifying an event to respond to and an itk::Command to execute. It returns an unsigned long tag which can be used later to remove the event or retrieve the command. The memory for the Command becomes the responsibility of this object, so don't pass the same instance of a command to two different objects

template<class TVector, class TOutput>
virtual void itk::Statistics::LayerBase< TVector, TOutput >::BackwardPropagate ( InternalVectorType   )  [inline, virtual, inherited]

Definition at line 83 of file itkLayerBase.h.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::BackwardPropagate (  )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::BackwardPropagate ( InternalVectorType  e  ) 

static void itk::LightObject::BreakOnError (  )  [static, inherited]

This method is called when itkExceptionMacro executes. It allows the debugger to break on error.

virtual LightObject::Pointer itk::Object::CreateAnother (  )  const [virtual, inherited]

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::LightObject.

template<class TVector, class TOutput>
virtual ValueType itk::Statistics::LayerBase< TVector, TOutput >::DActivation ( ValueType   )  [pure virtual, inherited]

template<class TVector, class TOutput>
ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::DActivation ( ValueType   ) 

virtual void itk::Object::DebugOff (  )  const [virtual, inherited]

Turn debugging output off.

virtual void itk::Object::DebugOn (  )  const [virtual, inherited]

Turn debugging output on.

virtual void itk::LightObject::Delete (  )  [virtual, inherited]

Delete an itk object. This method should always be used to delete an object when the new operator was used to create it. Using the C delete method will not work with reference counting.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::ForwardPropagate ( TVector   )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::ForwardPropagate (  )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

virtual void itk::LightProcessObject::GenerateData ( void   )  [inline, protected, virtual, inherited]

This method causes the filter to generate its output.

Reimplemented in itk::ClassifierBase< TDataContainer >, itk::ImageClassifierBase< TInputImage, TClassifiedImage >, itk::ImageGaussianModelEstimator< TInputImage, TMembershipFunction, TTrainingImage >, itk::ImageKmeansModelEstimator< TInputImage, TMembershipFunction >, itk::ImageModelEstimatorBase< TInputImage, TMembershipFunction >, itk::LevelSetNeighborhoodExtractor< TLevelSet >, itk::Statistics::SampleClassifier< TSample >, itk::Statistics::SampleClassifierWithMask< TSample, TMaskSample >, itk::ClassifierBase< TInputImage >, and itk::ClassifierBase< TSample >.

Definition at line 123 of file itkLightProcessObject.h.

virtual const bool& itk::LightProcessObject::GetAbortGenerateData (  )  [virtual, inherited]

Get the AbortGenerateData flag for the process object. Process objects may handle premature termination of execution in different ways.

template<class TVector, class TOutput>
virtual const TransferFunctionType* itk::Statistics::LayerBase< TVector, TOutput >::GetActivationFunction (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual TransferFunctionType* itk::Statistics::LayerBase< TVector, TOutput >::GetActivationFunction (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual const ValueType& itk::Statistics::LayerBase< TVector, TOutput >::GetBias (  )  const [pure virtual, inherited]

template<class TVector, class TOutput>
virtual const ValueType& itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetBias (  )  [virtual]

Command* itk::Object::GetCommand ( unsigned long  tag  )  [inherited]

Get the command associated with the given tag. NOTE: This returns a pointer to a Command, but it is safe to asign this to a Command::Pointer. Since Command inherits from LightObject, at this point in the code, only a pointer or a reference to the Command can be used.

bool itk::Object::GetDebug (  )  const [inherited]

Get the value of the debug flag.

static bool itk::Object::GetGlobalWarningDisplay (  )  [static, inherited]

template<class TVector, class TOutput>
ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetInputErrorValue ( unsigned  int  )  const [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
ValuePointer itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetInputErrorVector (  )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetInputValue ( unsigned int  i  )  const [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
virtual const WeightSetType* itk::Statistics::LayerBase< TVector, TOutput >::GetInputWeightSet (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual WeightSetType* itk::Statistics::LayerBase< TVector, TOutput >::GetInputWeightSet (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual const unsigned int& itk::Statistics::LayerBase< TVector, TOutput >::GetLayerId (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual const unsigned int& itk::Statistics::LayerBase< TVector, TOutput >::GetLayerType (  )  [virtual, inherited]

Reimplemented in itk::Statistics::RBFLayer< TVector, TOutput >.

const MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  const [inherited]

Returns:
A constant reference to this objects MetaDataDictionary.

MetaDataDictionary& itk::Object::GetMetaDataDictionary ( void   )  [inherited]

Returns:
A reference to this objects MetaDataDictionary.
Warning:
This reference may be changed.

virtual unsigned long itk::Object::GetMTime (  )  const [virtual, inherited]

Return this objects modified time.

Reimplemented in itk::ImageRegistrationMethod< TFixedImage, TMovingImage >, itk::ImageToSpatialObjectRegistrationMethod< TFixedImage, TMovingSpatialObject >, itk::MultiResolutionImageRegistrationMethod< TFixedImage, TMovingImage >, itk::PointSetToImageRegistrationMethod< TFixedPointSet, TMovingImage >, itk::PointSetToPointSetRegistrationMethod< TFixedPointSet, TMovingPointSet >, itk::DeformationFieldSource< TOutputImage >, itk::InverseDeformationFieldImageFilter< TInputImage, TOutputImage >, itk::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::VectorResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::BoundingBox< TPointIdentifier, VPointDimension, TCoordRep, TPointsContainer >, itk::ImageAdaptor< TImage, TAccessor >, itk::ImageSpatialObject< TDimension, TPixelType >, itk::MeshSpatialObject< TMesh >, itk::SceneSpatialObject< TSpaceDimension >, itk::SpatialObject< TDimension >, itk::ImageAdaptor< TImage, itk::Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageAdaptor< itk::VectorImage< TPixelType, Dimension >, itk::Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, itk::PixelAccessor< TInternalType, TExternalType > >, itk::ImageAdaptor< TImage, itk::Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, itk::Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageSpatialObject< TDimension, unsigned char >, itk::SpatialObject< 3 >, and itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >.

Referenced by itk::SpatialObject< ::itk::GetMeshDimension< TMesh >::PointDimension >::GetObjectMTime().

template<class TVector, class TOutput>
virtual const char* itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetNameOfClass (  )  const [virtual]

Method for creation through the object factory.

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
virtual const InputFunctionType* itk::Statistics::LayerBase< TVector, TOutput >::GetNodeInputFunction (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual InputFunctionType* itk::Statistics::LayerBase< TVector, TOutput >::GetNodeInputFunction (  )  [virtual, inherited]

template<class TVector, class TOutput>
unsigned int itk::Statistics::LayerBase< TVector, TOutput >::GetNumberOfNodes (  )  const [inherited]

template<class TVector, class TOutput>
ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetOutputErrorValue ( unsigned  int  )  const [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
ValueType itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetOutputValue ( unsigned  int  )  const [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
ValuePointer itk::Statistics::BackPropagationLayer< TVector, TOutput >::GetOutputVector (  )  [virtual]

Implements itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
virtual const WeightSetType* itk::Statistics::LayerBase< TVector, TOutput >::GetOutputWeightSet (  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual WeightSetType* itk::Statistics::LayerBase< TVector, TOutput >::GetOutputWeightSet (  )  [virtual, inherited]

virtual const float& itk::LightProcessObject::GetProgress (  )  [virtual, inherited]

Get the execution progress of a process object. The progress is a floating number between (0,1), 0 meaning no progress; 1 meaning the filter has completed execution.

virtual int itk::LightObject::GetReferenceCount (  )  const [inline, virtual, inherited]

Gets the reference count on this object.

Definition at line 98 of file itkLightObject.h.

static void itk::Object::GlobalWarningDisplayOff (  )  [inline, static, inherited]

Definition at line 100 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

static void itk::Object::GlobalWarningDisplayOn (  )  [inline, static, inherited]

Definition at line 98 of file itkObject.h.

References itk::Object::SetGlobalWarningDisplay().

bool itk::Object::HasObserver ( const EventObject &  event  )  const [inherited]

Return true if an observer is registered for this event.

void itk::Object::InvokeEvent ( const EventObject &   )  const [inherited]

Call Execute on all the Commands observing this event id. The actions triggered by this call doesn't modify this object.

void itk::Object::InvokeEvent ( const EventObject &   )  [inherited]

Call Execute on all the Commands observing this event id.

virtual void itk::Object::Modified (  )  const [virtual, inherited]

Update the modification time for this object. Many filters rely on the modification time to determine if they need to recompute their data.

Reimplemented in itk::NormalizeImageFilter< TInputImage, TOutputImage >, itk::ImageAdaptor< TImage, TAccessor >, itk::ImageAdaptor< TImage, itk::Accessor::AsinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AbsPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::LogPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToPhasePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::Log10PixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AddPixelAccessor< TImage::PixelType > >, itk::ImageAdaptor< itk::VectorImage< TPixelType, Dimension >, itk::Accessor::VectorImageToImagePixelAccessor< TPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToVectorPixelAccessor< TImage::PixelType::ComponentType > >, itk::ImageAdaptor< TImage, itk::PixelAccessor< TInternalType, TExternalType > >, itk::ImageAdaptor< TImage, itk::Accessor::SqrtPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AcosPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToModulusPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ExpNegativePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::VectorToRGBPixelAccessor< TImage::PixelType::ValueType > >, itk::ImageAdaptor< TImage, itk::Accessor::TanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToRealPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::RGBToLuminancePixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::AtanPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::SinPixelAccessor< TImage::PixelType, TOutputPixelType > >, itk::ImageAdaptor< TImage, itk::Accessor::ComplexToImaginaryPixelAccessor< TImage::PixelType, TOutputPixelType > >, and itk::ImageAdaptor< TImage, itk::Accessor::CosPixelAccessor< TImage::PixelType, TOutputPixelType > >.

Referenced by itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::InsertNarrowBandNode(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetCenter(), itk::HistogramAlgorithmBase< TInputHistogram >::SetInputHistogram(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetMatrix(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBand(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandInnerRadius(), itk::NarrowBandImageFilterBase< TInputImage, itk::Image< TOutputPixelType,::itk::GetImageDimension< TInputImage >::ImageDimension > >::SetNarrowBandTotalRadius(), itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetOffset(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetRealThresholds(), itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints1(), itk::CollidingFrontsImageFilter< TInputImage, TOutputImage >::SetSeedPoints2(), itk::NonUniformBSpline< TDimension >::SetSplineOrder(), itk::ThresholdLabelerImageFilter< TInputImage, TOutputImage >::SetThresholds(), itk::Statistics::GoodnessOfFitFunctionBase< TInputHistogram >::SetTotalObservedScale(), and itk::MatrixOffsetTransformBase< TScalarType, 3, 3 >::SetTranslation().

template<class TVector, class TOutput>
static Pointer itk::Statistics::BackPropagationLayer< TVector, TOutput >::New (  )  [static]

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

void itk::LightObject::Print ( std::ostream &  os,
Indent  indent = 0 
) const [inherited]

Cause the object to print itself out.

Referenced by itk::WeakPointer< itk::ProcessObject >::Print().

virtual void itk::LightObject::PrintHeader ( std::ostream &  os,
Indent  indent 
) const [protected, virtual, inherited]

bool itk::Object::PrintObservers ( std::ostream &  os,
Indent  indent 
) const [protected, inherited]

template<class TVector, class TOutput>
virtual void itk::Statistics::BackPropagationLayer< TVector, TOutput >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

Method to print the object.

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

virtual void itk::LightObject::PrintTrailer ( std::ostream &  os,
Indent  indent 
) const [protected, virtual, inherited]

virtual void itk::Object::Register (  )  const [virtual, inherited]

Increase the reference count (mark as used by another object).

Reimplemented from itk::LightObject.

void itk::Object::RemoveAllObservers (  )  [inherited]

Remove all observers .

void itk::Object::RemoveObserver ( unsigned long  tag  )  [inherited]

Remove the observer with this tag value.

virtual void itk::LightProcessObject::SetAbortGenerateData ( bool  _arg  )  [virtual, inherited]

Set the AbortGenerateData flag for the process object. Process objects may handle premature termination of execution in different ways.

template<class TVector, class TOutput>
virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetBias ( const   ValueType  )  [pure virtual, inherited]

template<class TVector, class TOutput>
virtual void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetBias ( ValueType  _arg  )  [virtual]

Set/Get the bias

void itk::Object::SetDebug ( bool  debugFlag  )  const [inherited]

Set the value of the debug flag. A non-zero value turns debugging on.

static void itk::Object::SetGlobalWarningDisplay ( bool  flag  )  [static, inherited]

This is a global flag that controls whether any debug, warning or error messages are displayed.

Referenced by itk::Object::GlobalWarningDisplayOff(), and itk::Object::GlobalWarningDisplayOn().

template<class TVector, class TOutput>
virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetInputErrorValue ( ValueType  ,
unsigned  int 
) [inline, virtual, inherited]

Definition at line 91 of file itkLayerBase.h.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetInputErrorValue ( ValueType  ,
unsigned  int 
)

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetInputValue ( unsigned int  i,
ValueType  value 
)

template<class TVector, class TOutput>
void itk::Statistics::LayerBase< TVector, TOutput >::SetInputWeightSet ( WeightSetType *   )  [inherited]

template<class TVector, class TOutput>
virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetLayerId ( unsigned int  _arg  )  [virtual, inherited]

template<class TVector, class TOutput>
virtual void itk::Statistics::LayerBase< TVector, TOutput >::SetLayerType ( unsigned int  _arg  )  [virtual, inherited]

void itk::Object::SetMetaDataDictionary ( const MetaDataDictionary &  rhs  )  [inherited]

Returns:
Set the MetaDataDictionary

template<class TVector, class TOutput>
void itk::Statistics::LayerBase< TVector, TOutput >::SetNodeInputFunction ( InputFunctionType *  f  )  [inherited]

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetNumberOfNodes ( unsigned  int  )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetOutputErrorValues ( TOutput   )  [virtual]

Reimplemented from itk::Statistics::LayerBase< TVector, TOutput >.

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetOutputValue ( unsigned  int,
ValueType   
)

template<class TVector, class TOutput>
void itk::Statistics::BackPropagationLayer< TVector, TOutput >::SetOutputVector ( TVector  value  ) 

template<class TVector, class TOutput>
void itk::Statistics::LayerBase< TVector, TOutput >::SetOutputWeightSet ( WeightSetType *   )  [inherited]

virtual void itk::LightProcessObject::SetProgress ( float  _arg  )  [virtual, inherited]

Set the execution progress of a process object. The progress is a floating number between (0,1), 0 meaning no progress; 1 meaning the filter has completed execution.

virtual void itk::Object::SetReferenceCount ( int   )  [virtual, inherited]

Sets the reference count (use with care)

Reimplemented from itk::LightObject.

template<class TVector, class TOutput>
void itk::Statistics::LayerBase< TVector, TOutput >::SetTransferFunction ( TransferFunctionType *  f  )  [inherited]

virtual void itk::Object::UnRegister (  )  const [virtual, inherited]

Decrease the reference count (release by another object).

Reimplemented from itk::LightObject.

virtual void itk::LightProcessObject::UpdateOutputData (  )  [virtual, inherited]

Actually generate new output.

void itk::LightProcessObject::UpdateProgress ( float  amount  )  [inherited]

Update the progress of the process object. If a ProgressMethod exists, executes it. Then set the Progress ivar to amount. The parameter amount should range between (0,1).

Member Data Documentation

template<class TVector, class TOutput>
TransferFunctionPointer itk::Statistics::LayerBase< TVector, TOutput >::m_ActivationFunction [protected, inherited]

Definition at line 139 of file itkLayerBase.h.

template<class TVector, class TOutput>
WeightSetType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::m_InputWeightSet [protected, inherited]

Definition at line 136 of file itkLayerBase.h.

template<class TVector, class TOutput>
unsigned int itk::Statistics::LayerBase< TVector, TOutput >::m_LayerId [protected, inherited]

Definition at line 133 of file itkLayerBase.h.

template<class TVector, class TOutput>
unsigned int itk::Statistics::LayerBase< TVector, TOutput >::m_LayerType [protected, inherited]

Definition at line 132 of file itkLayerBase.h.

template<class TVector, class TOutput>
InputFunctionPointer itk::Statistics::LayerBase< TVector, TOutput >::m_NodeInputFunction [protected, inherited]

Definition at line 140 of file itkLayerBase.h.

template<class TVector, class TOutput>
unsigned int itk::Statistics::LayerBase< TVector, TOutput >::m_NumberOfNodes [protected, inherited]

Definition at line 134 of file itkLayerBase.h.

template<class TVector, class TOutput>
WeightSetType::Pointer itk::Statistics::LayerBase< TVector, TOutput >::m_OutputWeightSet [protected, inherited]

Definition at line 137 of file itkLayerBase.h.

int itk::LightObject::m_ReferenceCount [mutable, protected, inherited]

Number of uses of this object by other objects.

Definition at line 119 of file itkLightObject.h.

SimpleFastMutexLock itk::LightObject::m_ReferenceCountLock [mutable, protected, inherited]

Mutex lock to protect modification to the reference count

Definition at line 122 of file itkLightObject.h.

The documentation for this class was generated from the following file:
Generated at Mon Mar 12 12:00:12 2007 for ITK by doxygen 1.5.1 written by Dimitri van Heesch, © 1997-2000