org.neuroph.nnet.learning

Class BinaryHebbianLearning

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.BinaryHebbianLearning

All Implemented Interfaces:

java.io.Serializable

public class BinaryHebbianLearning
extends UnsupervisedHebbianLearning

Hebbian-like learning algorithm used for Hopfield network. Works with [0, 1] values

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BinaryHebbianLearning() Creates new instance of BinaryHebbianLearning

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

BinaryHebbianLearning

public BinaryHebbianLearning()

Creates new instance of BinaryHebbianLearning