org.simbrain.network.trainers

Class HopfieldTrainer

java.lang.Object

org.simbrain.network.trainers.Trainer

org.simbrain.network.trainers.HopfieldTrainer

public class HopfieldTrainer
extends Trainer

Trainer for a Hopfield network. TODO: Add better Hopfield training! See https://www.doc.ic.ac.uk/project/2012/163/g1216318/web/Refinements.html

Author:

Jeff Yoshimi

Nested Class Summary

Nested classes/interfaces inherited from class org.simbrain.network.trainers.Trainer

Trainer.DataNotInitializedException

Field Summary

Fields inherited from class org.simbrain.network.trainers.Trainer

network

Constructor Summary

Constructors

Constructor and Description
HopfieldTrainer(Hopfield hop) Construct the Hopfield trainer.

Method Summary

Modifier and Type	Method and Description
void	apply() Apply the algorithm.

Methods inherited from class org.simbrain.network.trainers.Trainer

addListener, fireProgressUpdate, fireTrainingBegin, fireTrainingEnd, getListeners, getTrainable, getTrainableNetwork, removeListener, revalidateSynapseGroups

Methods inherited from class java.lang.Object

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

Constructor Detail

HopfieldTrainer

public HopfieldTrainer(Hopfield hop)

Construct the Hopfield trainer.

Parameters:

hop - the hopfield network

Method Detail

apply

public void apply()
           throws Trainer.DataNotInitializedException

Description copied from class: Trainer

Apply the algorithm.

Specified by:

apply in class Trainer

Throws:

Trainer.DataNotInitializedException - when input or target data have not been set.