org.aika.training

Class SupervisedTraining

java.lang.Object

org.aika.training.SupervisedTraining

public class SupervisedTraining
extends Object

Author:

Lukas Molzberger

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
class	SupervisedTraining.BackPropagationQueue
static class	SupervisedTraining.Config

Field Summary

Fields

Modifier and Type	Field and Description
Document	doc
TreeSet<Activation>	errorSignalActivations
SupervisedTraining.BackPropagationQueue	queue
TreeSet<Activation>	targetActivations

Constructor Summary

Constructors

Constructor and Description
SupervisedTraining(Document doc)

Method Summary

Modifier and Type	Method and Description
void	computeBackpropagationErrorSignal(Activation act)
void	computeOutputErrorSignal(Activation act)
void	train(INeuron n, Activation targetAct, double learnRate, SynapseEvaluation se)
void	train(SupervisedTraining.Config config)
void	updateErrorSignal(Activation act)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

doc

public Document doc

targetActivations

public TreeSet<Activation> targetActivations

errorSignalActivations

public TreeSet<Activation> errorSignalActivations

queue

public SupervisedTraining.BackPropagationQueue queue

Constructor Detail

SupervisedTraining

public SupervisedTraining(Document doc)

Method Detail

train

public void train(SupervisedTraining.Config config)

train

public void train(INeuron n,
                  Activation targetAct,
                  double learnRate,
                  SynapseEvaluation se)

computeOutputErrorSignal

public void computeOutputErrorSignal(Activation act)

computeBackpropagationErrorSignal

public void computeBackpropagationErrorSignal(Activation act)

updateErrorSignal

public void updateErrorSignal(Activation act)