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

#include <itkNeuralNetworkFileWriter.h>

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

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef LayerBaseType::ConstPointer LayerBaseConstPointer
typedef LayerBaseType::Pointer LayerBasePointer
typedef Statistics::LayerBase
< MeasurementVectorType,
TargetVectorType
LayerBaseType
typedef
TNetwork::MeasurementVectorType 
MeasurementVectorType
enum  NetworkWriteWeightsType {
  IGNORE = 0,
  ASCII = 1,
  BINARY = 2
}
typedef SmartPointer< SelfPointer
typedef NeuralNetworkFileWriter Self
typedef Object Superclass
typedef TNetwork::TargetVectorType TargetVectorType

Public Member Functions

virtual ::itk::LightObject::Pointer CreateAnother (void) const
virtual const char * GetFileName () const
const TNetwork * GetInput () const
virtual const char * GetNameOfClass () const
virtual NetworkWriteWeightsType GetWriteWeightValuesType () const
virtual void SetFileName (const char *_arg)
virtual void SetWriteWeightValuesType (const NetworkWriteWeightsType _arg)
void Update (void)
void SetInput (TNetwork *network)

Static Public Member Functions

static Pointer New ()

Protected Member Functions

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

Private Types

typedef std::vector
< MET_FieldRecordType * > 
FieldsContainerType

Private Member Functions

void ClearFields ()

Private Attributes

FieldsContainerType m_Fields
std::string m_FileName
TNetwork::Pointer m_Network
std::ofstream m_OutputFile
NetworkWriteWeightsType m_WriteWeightValuesType

Detailed Description

template<class TNetwork>
class itk::NeuralNetworkFileWriter< TNetwork >

Writer for Neural Network.

This class will enable a user to save a trained neural network to a text file. The user can also change the network topology by editing the network configuration 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:
NeuralNetworkFileReader
MultilayerNeuralNetworkBase

Definition at line 55 of file itkNeuralNetworkFileWriter.h.


Member Typedef Documentation

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

Reimplemented from itk::Object.

Definition at line 63 of file itkNeuralNetworkFileWriter.h.

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

Definition at line 135 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >
typedef LayerBaseType::ConstPointer itk::NeuralNetworkFileWriter< TNetwork >::LayerBaseConstPointer

Definition at line 76 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >
typedef LayerBaseType::Pointer itk::NeuralNetworkFileWriter< TNetwork >::LayerBasePointer

Definition at line 75 of file itkNeuralNetworkFileWriter.h.

Definition at line 74 of file itkNeuralNetworkFileWriter.h.

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

Definition at line 69 of file itkNeuralNetworkFileWriter.h.

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

Reimplemented from itk::Object.

Definition at line 62 of file itkNeuralNetworkFileWriter.h.

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

SmartPointer typedef support

Reimplemented from itk::Object.

Definition at line 60 of file itkNeuralNetworkFileWriter.h.

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

Reimplemented from itk::Object.

Definition at line 61 of file itkNeuralNetworkFileWriter.h.

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

Definition at line 72 of file itkNeuralNetworkFileWriter.h.


Member Enumeration Documentation

Enumerator:
IGNORE 
ASCII 
BINARY 

Definition at line 124 of file itkNeuralNetworkFileWriter.h.


Constructor & Destructor Documentation

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

Member Function Documentation

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

Get the filename

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

Run-time type information (and related methods).

Reimplemented from itk::Object.

template<class TNetwork >
virtual NetworkWriteWeightsType itk::NeuralNetworkFileWriter< TNetwork >::GetWriteWeightValuesType ( ) const [virtual]
template<class TNetwork >
static Pointer itk::NeuralNetworkFileWriter< TNetwork >::New ( ) [static]

Method for creation through the object factory

Reimplemented from itk::Object.

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

Set the filename

template<class TNetwork >
void itk::NeuralNetworkFileWriter< TNetwork >::SetInput ( TNetwork *  network)

Set/Get the input transform to write

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

Read NeuralNetwork


Member Data Documentation

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

Definition at line 144 of file itkNeuralNetworkFileWriter.h.

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

Definition at line 143 of file itkNeuralNetworkFileWriter.h.

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

Definition at line 139 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >
std::ofstream itk::NeuralNetworkFileWriter< TNetwork >::m_OutputFile [private]

Definition at line 146 of file itkNeuralNetworkFileWriter.h.

template<class TNetwork >
NetworkWriteWeightsType itk::NeuralNetworkFileWriter< TNetwork >::m_WriteWeightValuesType [private]

Definition at line 141 of file itkNeuralNetworkFileWriter.h.


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