org.neuroph.nnet.learning

Class AntiHebbianLearning

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.AntiHebbianLearning

All Implemented Interfaces:

java.io.Serializable

public class AntiHebbianLearning
extends UnsupervisedHebbianLearning

A variant of Hebbian learning called Anti-Hebbian learning. The only difference is that it subbstracts weight change (Hebbian learning adds)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
AntiHebbianLearning()

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

AntiHebbianLearning

public AntiHebbianLearning()