org.aika.training

Class LongTermLearning.Config

java.lang.Object

org.aika.training.LongTermLearning.Config

Enclosing class:

LongTermLearning

public static class LongTermLearning.Config
extends Object

Field Summary

Fields

Modifier and Type	Field and Description
double	beta
boolean	createNewSynapses
double	ltdLearnRate
double	ltpLearnRate
SynapseEvaluation	synapseEvaluation

Constructor Summary

Constructors

Constructor and Description
Config()

Method Summary

Modifier and Type	Method and Description
LongTermLearning.Config	setBeta(double beta)
LongTermLearning.Config	setCreateNewSynapses(boolean createNewSynapses)
LongTermLearning.Config	setLTDLearnRate(double learnRate)
LongTermLearning.Config	setLTPLearnRate(double learnRate)
LongTermLearning.Config	setSynapseEvaluation(SynapseEvaluation synapseEvaluation) Determines whether a synapse should be created between two neurons during training.

Methods inherited from class java.lang.Object

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

Field Detail

synapseEvaluation

public SynapseEvaluation synapseEvaluation

ltpLearnRate

public double ltpLearnRate

ltdLearnRate

public double ltdLearnRate

beta

public double beta

createNewSynapses

public boolean createNewSynapses

Constructor Detail

Config

public Config()

Method Detail

setSynapseEvaluation

public LongTermLearning.Config setSynapseEvaluation(SynapseEvaluation synapseEvaluation)

Determines whether a synapse should be created between two neurons during training.

Parameters:

synapseEvaluation -

Returns:

setLTPLearnRate

public LongTermLearning.Config setLTPLearnRate(double learnRate)

setLTDLearnRate

public LongTermLearning.Config setLTDLearnRate(double learnRate)

setBeta

public LongTermLearning.Config setBeta(double beta)

setCreateNewSynapses

public LongTermLearning.Config setCreateNewSynapses(boolean createNewSynapses)