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itk::Statistics::BackPropagationLayer

itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector > Class Template Reference

#include <itkBackPropagationLayer.h>

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List of all members.

Detailed Description

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

Definition at line 30 of file itkBackPropagationLayer.h.
virtual const char * GetNameOfClass () const
static Pointer New ()

Public Types

typedef SmartPointer< const
Self > 		ConstPointer
typedef Superclass::InputFunctionInterfaceType InputFunctionInterfaceType
typedef TMeasurementVector InputVectorType
typedef Superclass::InternalVectorType InternalVectorType
typedef Superclass::LayerInterfaceType LayerInterfaceType
enum  LayerTypeCode {
  INVALIDLAYER = 0,
  INPUTLAYER = 1,
  HIDDENLAYER = 2,
  OUTPUTLAYER = 3
}
typedef vnl_vector< ValueType > NodeVectorType
typedef Superclass::OutputVectorType OutputVectorType
typedef SmartPointer< Self > Pointer
typedef BackPropagationLayer Self
typedef LayerBase< TMeasurementVector,
TTargetVector > 		Superclass
typedef Superclass::TransferFunctionInterfaceType TransferFunctionInterfaceType
typedef const ValueType * ValueConstPointer
typedef ValueType * ValuePointer
typedef Superclass::ValueType ValueType
typedef Superclass::WeightSetInterfaceType WeightSetInterfaceType
typedef CompletelyConnectedWeightSet<
TMeasurementVector, TTargetVector > 		WeightSetType

Public Member Functions

virtual void AbortGenerateDataOff ()
virtual void AbortGenerateDataOn ()
virtual ValueType Activation (ValueType)=0
virtual ValueType Activation (ValueType)
virtual void BackwardPropagate (InternalVectorType)
virtual void BackwardPropagate (InternalVectorType errors)
virtual void BackwardPropagate ()
virtual LightObject::Pointer CreateAnother () const
virtual ValueType DActivation (ValueType)=0
virtual ValueType DActivation (ValueType)
virtual void DebugOff () const
virtual void DebugOn () const
virtual void Delete ()
virtual void ForwardPropagate (TMeasurementVector input)
virtual void ForwardPropagate ()
virtual const bool & GetAbortGenerateData ()
virtual const TransferFunctionInterfaceType * GetActivationFunction ()
virtual TransferFunctionInterfaceType * GetActivationFunction ()
Command * GetCommand (unsigned long tag)
bool GetDebug () const
virtual ValueType GetInputErrorValue (unsigned int node_id) const
virtual ValueType * GetInputErrorVector ()
virtual ValueType GetInputValue (unsigned int i) const
virtual const WeightSetInterfaceType * GetInputWeightSet ()
virtual WeightSetInterfaceType * GetInputWeightSet ()
virtual const unsigned int & GetLayerId ()
const MetaDataDictionary & GetMetaDataDictionary (void) const
MetaDataDictionary & GetMetaDataDictionary (void)
virtual unsigned long GetMTime () const
virtual const InputFunctionInterfaceType * GetNodeInputFunction ()
virtual InputFunctionInterfaceType * GetNodeInputFunction ()
unsigned int GetNumberOfNodes () const
virtual ValueType GetOutputErrorValue (unsigned int node_id) const
virtual ValueType GetOutputValue (unsigned int) const
virtual ValueType * GetOutputVector ()
virtual const WeightSetInterfaceType * GetOutputWeightSet ()
virtual WeightSetInterfaceType * GetOutputWeightSet ()
virtual int GetReferenceCount () const
bool HasObserver (const EventObject &event) const
void InvokeEvent (const EventObject &) const
void InvokeEvent (const EventObject &)
 itkGetEnumMacro (LayerTypeCode, LayerTypeCode)
 itkSetEnumMacro (LayerTypeCode, LayerTypeCode)
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)
void SetDebug (bool debugFlag) const
virtual void SetInputErrorValue (ValueType, unsigned int)
virtual void SetInputErrorValue (ValueType, unsigned int node_id)
virtual void SetInputValue (unsigned int i, ValueType value)
void SetInputWeightSet (WeightSetInterfaceType *)
virtual void SetLayerId (unsigned int _arg)
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
void SetNodeInputFunction (InputFunctionInterfaceType *f)
virtual void SetNumberOfNodes (unsigned int numNodes)
virtual void SetOutputErrorValues (TTargetVector)
virtual void SetOutputValue (unsigned int, ValueType)
void SetOutputVector (TMeasurementVector value)
void SetOutputWeightSet (WeightSetInterfaceType *)
virtual void SetReferenceCount (int)
void SetTransferFunction (TransferFunctionInterfaceType *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 Types

typedef int InternalReferenceCountType

Protected Member Functions

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

Protected Attributes

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
InternalReferenceCountType m_ReferenceCount
SimpleFastMutexLock m_ReferenceCountLock

Member Typedef Documentation

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

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

Definition at line 36 of file itkBackPropagationLayer.h.

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

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

Definition at line 51 of file itkBackPropagationLayer.h.

template<class TMeasurementVector, class TTargetVector>
typedef TMeasurementVector itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::InputVectorType [inherited]

Definition at line 46 of file itkLayerBase.h.

typedef int itk::LightObject::InternalReferenceCountType [protected, inherited]

Define the type of the reference count according to the target. This allows the use of atomic operations

Definition at line 139 of file itkLightObject.h.

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

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

Definition at line 45 of file itkBackPropagationLayer.h.

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

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

Definition at line 47 of file itkBackPropagationLayer.h.

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

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

Definition at line 44 of file itkBackPropagationLayer.h.

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

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

Definition at line 46 of file itkBackPropagationLayer.h.

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

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

Definition at line 35 of file itkBackPropagationLayer.h.

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

Standard class typedefs.

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

Definition at line 33 of file itkBackPropagationLayer.h.

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

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

Definition at line 34 of file itkBackPropagationLayer.h.

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

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

Definition at line 52 of file itkBackPropagationLayer.h.

template<class TMeasurementVector, class TTargetVector>
typedef const ValueType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::ValueConstPointer [inherited]

Definition at line 53 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
typedef ValueType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::ValuePointer [inherited]

Reimplemented in itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >.

Definition at line 52 of file itkLayerBase.h.

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

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

Definition at line 40 of file itkBackPropagationLayer.h.

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

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

Definition at line 50 of file itkBackPropagationLayer.h.

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

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

Definition at line 48 of file itkBackPropagationLayer.h.

Member Enumeration Documentation

template<class TMeasurementVector, class TTargetVector>
enum itk::Statistics::LayerBase::LayerTypeCode [inherited]

Enumerator:
INVALIDLAYER 
INPUTLAYER 
HIDDENLAYER 
OUTPUTLAYER 

Definition at line 64 of file itkLayerBase.h.

Constructor & Destructor Documentation

template<class TMeasurementVector, class TTargetVector>
itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackPropagationLayer (  )  [protected]

template<class TMeasurementVector, class TTargetVector>
virtual itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::~BackPropagationLayer (  )  [protected, virtual]

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 TMeasurementVector, class TTargetVector>
virtual ValueType itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::Activation ( ValueType   )  [pure virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::Activation ( ValueType   )  [virtual]

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 TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::BackwardPropagate ( InternalVectorType   )  [inline, virtual, inherited]

Definition at line 77 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( InternalVectorType  errors  )  [virtual]

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

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

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 TMeasurementVector, class TTargetVector>
virtual ValueType itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::DActivation ( ValueType   )  [pure virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::DActivation ( ValueType   )  [virtual]

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 TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( TMeasurementVector  input  )  [virtual]

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

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

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

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 TMeasurementVector, class TTargetVector>
virtual const TransferFunctionInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetActivationFunction (  )  [virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual TransferFunctionInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetActivationFunction (  )  [virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual const ValueType& itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::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 TMeasurementVector, class TTargetVector>
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputErrorValue ( unsigned int  node_id  )  const [virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector, class TTargetVector>
virtual ValueType* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetInputErrorVector (  )  [virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

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

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector, class TTargetVector>
virtual const WeightSetInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetInputWeightSet (  )  [virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual WeightSetInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetInputWeightSet (  )  [virtual, inherited]

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

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::ResampleImageFilter< TInputImage, TOutputImage, TInterpolatorPrecisionType >, itk::TransformToDeformationFieldSource< TOutputImage, TTransformPrecisionType >, 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 TMeasurementVector, class 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<class TMeasurementVector, class TTargetVector>
virtual const InputFunctionInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetNodeInputFunction (  )  [virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual InputFunctionInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetNodeInputFunction (  )  [virtual, inherited]

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

template<class TMeasurementVector, class TTargetVector>
virtual ValueType itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputErrorValue ( unsigned int  node_id  )  const [virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

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

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector, class TTargetVector>
virtual ValueType* itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::GetOutputVector (  )  [virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector, class TTargetVector>
virtual const WeightSetInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::GetOutputWeightSet (  )  [virtual, inherited]

template<class TMeasurementVector, class TTargetVector>
virtual WeightSetInterfaceType* itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::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 106 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.

template<class TMeasurementVector, class TTargetVector>
itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::itkGetEnumMacro ( LayerTypeCode  ,
LayerTypeCode   
) [inherited]

template<class TMeasurementVector, class TTargetVector>
itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::itkSetEnumMacro ( LayerTypeCode  ,
LayerTypeCode   
) [inherited]

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::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, TFilter >, itk::GrayscaleDilateImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleErodeImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalClosingImageFilter< TInputImage, TOutputImage, TKernel >, itk::GrayscaleMorphologicalOpeningImageFilter< TInputImage, TOutputImage, TKernel >, itk::MorphologicalGradientImageFilter< TInputImage, TOutputImage, TKernel >, 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 > >, and itk::MiniPipelineSeparableImageFilter< TInputImage, TOutputImage, itk::RankImageFilter< TInputImage, TInputImage, itk::FlatStructuringElement< ::itk::GetImageDimension< TInputImage >::ImageDimension > > >.

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 TMeasurementVector, class TTargetVector>
static Pointer itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::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 TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

Method to print the object.

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

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 TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::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 TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::SetInputErrorValue ( ValueType  ,
unsigned  int 
) [inline, virtual, inherited]

Definition at line 84 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetInputErrorValue ( ValueType  ,
unsigned int  node_id 
) [virtual]

template<class TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetInputValue ( unsigned int  i,
ValueType  value 
) [virtual]

template<class TMeasurementVector, class TTargetVector>
void itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::SetInputWeightSet ( WeightSetInterfaceType *   )  [inherited]

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

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

Returns:
Set the MetaDataDictionary

template<class TMeasurementVector, class TTargetVector>
void itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::SetNodeInputFunction ( InputFunctionInterfaceType *  f  )  [inherited]

template<class TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetNumberOfNodes ( unsigned int  numNodes  )  [virtual]

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

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

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

template<class TMeasurementVector, class TTargetVector>
virtual void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputValue ( unsigned  int,
ValueType   
) [virtual]

template<class TMeasurementVector, class TTargetVector>
void itk::Statistics::BackPropagationLayer< TMeasurementVector, TTargetVector >::SetOutputVector ( TMeasurementVector  value  ) 

template<class TMeasurementVector, class TTargetVector>
void itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::SetOutputWeightSet ( WeightSetInterfaceType *   )  [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 TMeasurementVector, class TTargetVector>
void itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::SetTransferFunction ( TransferFunctionInterfaceType *  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 TMeasurementVector, class TTargetVector>
TransferFunctionInterfaceType::Pointer itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::m_ActivationFunction [protected, inherited]

Definition at line 157 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
WeightSetInterfaceType::Pointer itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::m_InputWeightSet [protected, inherited]

Definition at line 154 of file itkLayerBase.h.

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

Definition at line 151 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
LayerTypeCode itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::m_LayerTypeCode [protected, inherited]

Definition at line 150 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
InputFunctionInterfaceType::Pointer itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::m_NodeInputFunction [protected, inherited]

Definition at line 158 of file itkLayerBase.h.

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

Definition at line 152 of file itkLayerBase.h.

template<class TMeasurementVector, class TTargetVector>
WeightSetInterfaceType::Pointer itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >::m_OutputWeightSet [protected, inherited]

Definition at line 155 of file itkLayerBase.h.

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

Number of uses of this object by other objects.

Definition at line 144 of file itkLightObject.h.

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

Mutex lock to protect modification to the reference count

Definition at line 147 of file itkLightObject.h.

The documentation for this class was generated from the following file:
Generated at Thu Nov 6 14:20:04 2008 for ITK by doxygen 1.5.1 written by Dimitri van Heesch, © 1997-2000