org.joone.engine
Class AbstractLearner

java.lang.Object
  org.joone.engine.AbstractLearner

All Implemented Interfaces:

java.io.Serializable, Learner

Direct Known Subclasses:

ExtendableLearner

public abstract class AbstractLearner
extends java.lang.Object
implements Learner

This class provides some basic simple functionality that can be used (extended) by other learners.

Author:

Boris Jansen

See Also:

Serialized Form

Field Summary

protected Learnable	learnable The learnable, the object that is subjected to the learning process.
protected LearnableLayer	learnableLayer The layer (biases) that is subjected to the learning process.
protected LearnableSynapse	learnableSynapse The synapse (weights) that is subjected to the learning process.
protected Monitor	monitor The saved monitor object.

Constructor Summary

AbstractLearner()
Creates a new instance of AbstractLearner

Method Summary

LearnableLayer	getLayer() Gets the layer the learner is associated with.
Monitor	getMonitor() Gets the monitor object.
LearnableSynapse	getSynapse() Gets the synapse the learner is associated with.
void	registerLearnable(Learnable aLearnable) Learnable makes itself known to the Learner, also the type of Learnable is checked.
void	setMonitor(Monitor mon) Override this method to get the needed parameters from the Monitor object passed as parameter

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.joone.engine.Learner

requestBiasUpdate, requestWeightUpdate

Field Detail

learnable

protected Learnable learnable

The learnable, the object that is subjected to the learning process.

learnableLayer

protected LearnableLayer learnableLayer

The layer (biases) that is subjected to the learning process.

learnableSynapse

protected LearnableSynapse learnableSynapse

The synapse (weights) that is subjected to the learning process.

monitor

protected Monitor monitor

The saved monitor object.

Constructor Detail

AbstractLearner

public AbstractLearner()

Creates a new instance of AbstractLearner

Method Detail

registerLearnable

public void registerLearnable(Learnable aLearnable)

Learnable makes itself known to the Learner, also the type of Learnable is checked.

Specified by:

registerLearnable in interface Learner

setMonitor

public void setMonitor(Monitor mon)

Override this method to get the needed parameters from the Monitor object passed as parameter

Specified by:

setMonitor in interface Learner

getMonitor

public Monitor getMonitor()

Gets the monitor object.

Returns:

the monitor object.

getLayer

public LearnableLayer getLayer()

Gets the layer the learner is associated with.

Returns:

the layer the learner is associated with.

getSynapse

public LearnableSynapse getSynapse()

Gets the synapse the learner is associated with.

Returns:

the synapse the learner is associated wiht.