org.neuroph.nnet.learning

Class OjaLearning

java.lang.Object

org.neuroph.core.learning.LearningRule

org.neuroph.core.learning.IterativeLearning

org.neuroph.core.learning.UnsupervisedLearning

org.neuroph.nnet.learning.UnsupervisedHebbianLearning

org.neuroph.nnet.learning.OjaLearning

All Implemented Interfaces:

java.io.Serializable

public class OjaLearning
extends UnsupervisedHebbianLearning

Oja learning rule wich is a modification of unsupervised hebbian learning.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
OjaLearning() Creates an instance of OjaLearning algorithm

Method Summary

Methods inherited from class org.neuroph.nnet.learning.UnsupervisedHebbianLearning

doLearningEpoch

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

doOneLearningIteration, getCurrentIteration, getLearningRate, getMaxIterations, isIterationsLimited, isPausedLearning, learn, learn, pause, resume, setLearningRate, setMaxIterations

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

addListener, getNeuralNetwork, getTrainingSet, isStopped, removeListener, setNeuralNetwork, setTrainingSet, stopLearning

Methods inherited from class java.lang.Object

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

Constructor Detail

OjaLearning

public OjaLearning()

Creates an instance of OjaLearning algorithm