org.neuroph.nnet.learning

Class HopfieldLearning

java.lang.Object

org.neuroph.core.learning.LearningRule

org.neuroph.nnet.learning.HopfieldLearning

All Implemented Interfaces:

Serializable

public class HopfieldLearning
extends LearningRule

Learning algorithm for the Hopfield neural network.

Author:

Zoran Sevarac

See Also:

Serialized Form

Field Summary

Fields inherited from class org.neuroph.core.learning.LearningRule

listeners, neuralNetwork, trainingSet

Constructor Summary

Constructors

Constructor and Description
HopfieldLearning() Creates new HopfieldLearning

Method Summary

Modifier and Type	Method and Description
void	learn(DataSet trainingSet) Calculates weights for the hopfield net to learn the specified training set

Methods inherited from class org.neuroph.core.learning.LearningRule

addListener, fireLearningEvent, getNeuralNetwork, getTrainingSet, isStopped, onStart, onStop, removeListener, setNeuralNetwork, setTrainingSet, stopLearning

Methods inherited from class java.lang.Object

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

Constructor Detail

HopfieldLearning

public HopfieldLearning()

Creates new HopfieldLearning

Method Detail

learn

public void learn(DataSet trainingSet)

Calculates weights for the hopfield net to learn the specified training set

Specified by:

learn in class LearningRule

Parameters:

trainingSet - training set to learn