org.joone.engine

Class RpropLearner

java.lang.Object

org.joone.engine.AbstractLearner

org.joone.engine.ExtendableLearner

org.joone.engine.RpropLearner

All Implemented Interfaces:

java.io.Serializable, Learner

public class RpropLearner
extends ExtendableLearner

This class implements the RPROP learning algorithm.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
RpropLearner() Creates a new instance of RpropLearner
RpropLearner(RpropParameters aParameters) Creates a new instance of RpropLearner.

Method Summary

Modifier and Type	Method and Description
RpropParameters	getParameters()
void	setParameters(RpropParameters aParameters)

Methods inherited from class org.joone.engine.ExtendableLearner

addDeltaRuleExtender, addGradientExtender, getDefaultDelta, getDefaultDelta, getDefaultGradientBias, getDefaultGradientWeight, getGradientBias, getGradientWeight, getUpdateWeightExtender, requestBiasUpdate, requestWeightUpdate, setUpdateWeightExtender

Methods inherited from class org.joone.engine.AbstractLearner

getLayer, getMonitor, getSynapse, registerLearnable, setMonitor

Methods inherited from class java.lang.Object

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

Constructor Detail

RpropLearner

public RpropLearner()

Creates a new instance of RpropLearner

RpropLearner

public RpropLearner(RpropParameters aParameters)

Creates a new instance of RpropLearner.

Parameters:

aParameters - the parameter for this learning algorithm.

Method Detail

getParameters

public RpropParameters getParameters()

setParameters

public void setParameters(RpropParameters aParameters)