org.joone.engine

Class RTRLLearnerFactory.RTRLLearner

java.lang.Object

org.joone.engine.RTRLLearnerFactory.RTRLLearner

All Implemented Interfaces:

java.io.Serializable, Learner

Enclosing class:

RTRLLearnerFactory

public class RTRLLearnerFactory.RTRLLearner
extends java.lang.Object
implements Learner

The learner we will return from this factory. Learners come in two variants. Those attached to layers and those attached to synapses. We take no action here and use an output listener to update weights. The backpropagation is turned off, so this should in any event never be reached.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected Learnable	learnable The learnable that is trained here

Constructor Summary

Constructors

Constructor and Description
RTRLLearnerFactory.RTRLLearner()

Method Summary

Methods

Modifier and Type	Method and Description
void	registerLearnable(Learnable learnable) Register the learnable and determine if we'll update on this one
void	requestBiasUpdate(double[] currentGradientOuts) A layer requests a bias update.
void	requestWeightUpdate(double[] currentPattern, double[] currentInps) A synapse requests a weight update.
void	setMonitor(Monitor monitor) Set the monitor

Methods inherited from class java.lang.Object

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

Field Detail

learnable

protected Learnable learnable

The learnable that is trained here

Constructor Detail

RTRLLearnerFactory.RTRLLearner

public RTRLLearnerFactory.RTRLLearner()

Method Detail

registerLearnable

public void registerLearnable(Learnable learnable)

Register the learnable and determine if we'll update on this one

Specified by:

registerLearnable in interface Learner

requestBiasUpdate

public void requestBiasUpdate(double[] currentGradientOuts)

A layer requests a bias update. We take no action here.

Specified by:

requestBiasUpdate in interface Learner

requestWeightUpdate

public void requestWeightUpdate(double[] currentPattern,
                       double[] currentInps)

A synapse requests a weight update. We take no action here.

Specified by:

requestWeightUpdate in interface Learner

setMonitor

public void setMonitor(Monitor monitor)

Set the monitor

Specified by:

setMonitor in interface Learner