ITK  4.1.0
Insight Segmentation and Registration Toolkit
Classes | Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | Private Types | Private Member Functions | Private Attributes
itk::NeuralNetworkFileReader< TNetwork > Class Template Reference

#include <itkNeuralNetworkFileReader.h>

+ Inheritance diagram for itk::NeuralNetworkFileReader< TNetwork >:
+ Collaboration diagram for itk::NeuralNetworkFileReader< TNetwork >:

List of all members.

Classes

struct  LineType

Public Types

typedef
BackPropagationLayerType::Pointer 
BackPropagationLayerPointer
typedef
Statistics::BackPropagationLayer
< MeasurementVectorType,
TargetVectorType
BackPropagationLayerType
typedef SmartPointer< const SelfConstPointer
typedef
TNetwork::LayerInterfaceType 
LayerInterfaceType
typedef
TNetwork::MeasurementVectorType 
MeasurementVectorType
typedef
MeasurementVectorType::ValueType 
MeasurementVectorValueType
enum  NetworkWriteWeightsType {
  IGNORE = 0,
  ASCII = 1,
  BINARY = 2
}
typedef SmartPointer< SelfPointer
typedef NeuralNetworkFileReader Self
typedef Object Superclass
typedef TNetwork::TargetVectorType TargetVectorType
typedef WeightSetType::Pointer WeightSetPointer
typedef
LayerInterfaceType::WeightSetType 
WeightSetType

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
virtual const char * GetFileName () const
virtual const char * GetNameOfClass () const
TNetwork * GetOutput () const
virtual NetworkWriteWeightsType GetReadWeightValuesType () const
virtual void SetFileName (const char *_arg)
virtual void SetReadWeightValuesType (const NetworkWriteWeightsType _arg)
void Update (void)

Static Public Member Functions

static Pointer New ()

Protected Member Functions

 NeuralNetworkFileReader ()
virtual void PrintSelf (std::ostream &os, Indent indent) const
 ~NeuralNetworkFileReader ()

Private Types

typedef std::vector
< MET_FieldRecordType * > 
FieldsContainerType
typedef std::vector< typename
TNetwork::LayerInterfaceType::Pointer > 
LayersContainer
typedef std::list< LineTypeLinesContainer
typedef std::vector< typename
TNetwork::LayerInterfaceType::WeightSetInterfaceType::Pointer > 
WeightsContainer

Private Member Functions

void ClearFields ()

Private Attributes

bool m_BinaryDataByteOrderMSB
FieldsContainerType m_Fields
std::string m_FileName
std::ifstream m_InputFile
LayersContainer m_Layers
LinesContainer m_NameValue
TNetwork::Pointer m_Network
NetworkWriteWeightsType m_ReadWeightValuesType
WeightsContainer m_Weights

Detailed Description

template<class TNetwork>
class itk::NeuralNetworkFileReader< TNetwork >

Reader for Neural Network.

This class will enable the user to load neural network and define weights and other network parameters from a text file.

This class was contributed to the Insight Journal by Raghu Venkatram. The original paper can be found at http://hdl.handle.net/1926/203

Author:
Raghu Venkatram
See also:
NeuralNetworkFileWriter
MultilayerNeuralNetworkBase

Definition at line 57 of file itkNeuralNetworkFileReader.h.


Member Typedef Documentation

Definition at line 77 of file itkNeuralNetworkFileReader.h.

Definition at line 76 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef SmartPointer< const Self > itk::NeuralNetworkFileReader< TNetwork >::ConstPointer

Reimplemented from itk::Object.

Definition at line 65 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef std::vector< MET_FieldRecordType * > itk::NeuralNetworkFileReader< TNetwork >::FieldsContainerType [private]

Definition at line 125 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef TNetwork::LayerInterfaceType itk::NeuralNetworkFileReader< TNetwork >::LayerInterfaceType

Definition at line 80 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef std::vector< typename TNetwork::LayerInterfaceType::Pointer > itk::NeuralNetworkFileReader< TNetwork >::LayersContainer [private]

Definition at line 126 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef std::list< LineType > itk::NeuralNetworkFileReader< TNetwork >::LinesContainer [private]

Definition at line 134 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef TNetwork::MeasurementVectorType itk::NeuralNetworkFileReader< TNetwork >::MeasurementVectorType

Definition at line 71 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef MeasurementVectorType::ValueType itk::NeuralNetworkFileReader< TNetwork >::MeasurementVectorValueType

Definition at line 78 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef SmartPointer< Self > itk::NeuralNetworkFileReader< TNetwork >::Pointer

Reimplemented from itk::Object.

Definition at line 64 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef NeuralNetworkFileReader itk::NeuralNetworkFileReader< TNetwork >::Self

SmartPointer typedef support

Reimplemented from itk::Object.

Definition at line 62 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef Object itk::NeuralNetworkFileReader< TNetwork >::Superclass

Reimplemented from itk::Object.

Definition at line 63 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef TNetwork::TargetVectorType itk::NeuralNetworkFileReader< TNetwork >::TargetVectorType

Definition at line 74 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef std::vector< typename TNetwork::LayerInterfaceType::WeightSetInterfaceType::Pointer > itk::NeuralNetworkFileReader< TNetwork >::WeightsContainer [private]

Definition at line 127 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef WeightSetType::Pointer itk::NeuralNetworkFileReader< TNetwork >::WeightSetPointer

Definition at line 82 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
typedef LayerInterfaceType::WeightSetType itk::NeuralNetworkFileReader< TNetwork >::WeightSetType

Definition at line 81 of file itkNeuralNetworkFileReader.h.


Member Enumeration Documentation

Enumerator:
IGNORE 
ASCII 
BINARY 

Definition at line 113 of file itkNeuralNetworkFileReader.h.


Constructor & Destructor Documentation

template<class TNetwork >
itk::NeuralNetworkFileReader< TNetwork >::NeuralNetworkFileReader ( ) [protected]
template<class TNetwork >
itk::NeuralNetworkFileReader< TNetwork >::~NeuralNetworkFileReader ( ) [protected]

Member Function Documentation

template<class TNetwork >
void itk::NeuralNetworkFileReader< TNetwork >::ClearFields ( ) [private]
template<class TNetwork >
virtual::itk::LightObject::Pointer itk::NeuralNetworkFileReader< TNetwork >::CreateAnother ( void  ) const [virtual]

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::Object.

template<class TNetwork >
virtual const char* itk::NeuralNetworkFileReader< TNetwork >::GetFileName ( ) const [virtual]

Get the filename

template<class TNetwork >
virtual const char* itk::NeuralNetworkFileReader< TNetwork >::GetNameOfClass ( ) const [virtual]

Run-time type information (and related methods).

Reimplemented from itk::Object.

template<class TNetwork >
TNetwork* itk::NeuralNetworkFileReader< TNetwork >::GetOutput ( ) const
template<class TNetwork >
virtual NetworkWriteWeightsType itk::NeuralNetworkFileReader< TNetwork >::GetReadWeightValuesType ( ) const [virtual]
template<class TNetwork >
static Pointer itk::NeuralNetworkFileReader< TNetwork >::New ( ) [static]

Method for creation through the object factory

Reimplemented from itk::Object.

template<class TNetwork >
virtual void itk::NeuralNetworkFileReader< TNetwork >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::Object.

template<class TNetwork >
virtual void itk::NeuralNetworkFileReader< TNetwork >::SetFileName ( const char *  _arg) [virtual]

Set the filename

template<class TNetwork >
virtual void itk::NeuralNetworkFileReader< TNetwork >::SetReadWeightValuesType ( const NetworkWriteWeightsType  _arg) [virtual]
template<class TNetwork >
void itk::NeuralNetworkFileReader< TNetwork >::Update ( void  )

Read NeuralNetwork


Member Data Documentation

template<class TNetwork >
bool itk::NeuralNetworkFileReader< TNetwork >::m_BinaryDataByteOrderMSB [private]

Definition at line 145 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
FieldsContainerType itk::NeuralNetworkFileReader< TNetwork >::m_Fields [private]

Definition at line 143 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
std::string itk::NeuralNetworkFileReader< TNetwork >::m_FileName [private]

Definition at line 142 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
std::ifstream itk::NeuralNetworkFileReader< TNetwork >::m_InputFile [private]

Definition at line 144 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
LayersContainer itk::NeuralNetworkFileReader< TNetwork >::m_Layers [private]

Definition at line 139 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
LinesContainer itk::NeuralNetworkFileReader< TNetwork >::m_NameValue [private]

Definition at line 141 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
TNetwork::Pointer itk::NeuralNetworkFileReader< TNetwork >::m_Network [private]

Definition at line 136 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
NetworkWriteWeightsType itk::NeuralNetworkFileReader< TNetwork >::m_ReadWeightValuesType [private]

Definition at line 138 of file itkNeuralNetworkFileReader.h.

template<class TNetwork >
WeightsContainer itk::NeuralNetworkFileReader< TNetwork >::m_Weights [private]

Definition at line 140 of file itkNeuralNetworkFileReader.h.


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