org.neuroph.nnet.learning

Class InstarLearning

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.InstarLearning

All Implemented Interfaces:

java.io.Serializable

public class InstarLearning
extends UnsupervisedHebbianLearning

Hebbian-like learning rule for Instar network.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
InstarLearning() Creates new instance of InstarLearning 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

InstarLearning

public InstarLearning()

Creates new instance of InstarLearning algorithm