|
|||||||||
PREV CLASS NEXT CLASS | FRAMES NO FRAMES | ||||||||
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD |
java.lang.Objectjava.util.Observable
org.neuroph.core.learning.LearningRule
org.neuroph.core.learning.IterativeLearning
org.neuroph.core.learning.SupervisedLearning
org.neuroph.nnet.learning.LMS
org.neuroph.nnet.learning.StepDeltaRule
public class StepDeltaRule
Delta rule learning algorithm for perceptrons with step functions.
Field Summary |
---|
Fields inherited from class org.neuroph.core.learning.SupervisedLearning |
---|
maxError, totalNetworkError |
Fields inherited from class org.neuroph.core.learning.IterativeLearning |
---|
currentIteration, iterationsLimited, learningRate, maxIterations |
Fields inherited from class org.neuroph.core.learning.LearningRule |
---|
neuralNetwork |
Constructor Summary | |
---|---|
StepDeltaRule()
Creates new StepDeltaRule learning |
|
StepDeltaRule(NeuralNetwork neuralNetwork)
Creates new StepDeltaRule learning for the specified neural network |
Method Summary | |
---|---|
java.lang.Double |
getE()
Gets the e parametar |
void |
setE(java.lang.Double e)
Sets the e parametar |
protected void |
updateNetworkWeights(java.util.Vector<java.lang.Double> patternError)
This method implements weight update procedure for the whole network for this learning rule |
Methods inherited from class org.neuroph.nnet.learning.LMS |
---|
updateNeuronWeights, updateTotalNetworkError |
Methods inherited from class org.neuroph.core.learning.SupervisedLearning |
---|
doLearningEpoch, getPatternError, getTotalNetworkError, learn, learn, learnPattern, setMaxError |
Methods inherited from class org.neuroph.core.learning.IterativeLearning |
---|
doOneLearningIteration, getCurrentIteration, getLearningRate, isPausedLearning, learn, learn, pause, resume, setLearningRate, setMaxIterations |
Methods inherited from class org.neuroph.core.learning.LearningRule |
---|
getNeuralNetwork, getTrainingSet, isStopped, notifyChange, run, setNeuralNetwork, setTrainingSet, stopLearning |
Methods inherited from class java.util.Observable |
---|
addObserver, clearChanged, countObservers, deleteObserver, deleteObservers, hasChanged, notifyObservers, notifyObservers, setChanged |
Methods inherited from class java.lang.Object |
---|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
---|
public StepDeltaRule()
public StepDeltaRule(NeuralNetwork neuralNetwork)
neuralNetwork
- Method Detail |
---|
protected void updateNetworkWeights(java.util.Vector<java.lang.Double> patternError)
updateNetworkWeights
in class LMS
patternError
- single pattern error vectorpublic java.lang.Double getE()
public void setE(java.lang.Double e)
e
- the value for e parametar
|
|||||||||
PREV CLASS NEXT CLASS | FRAMES NO FRAMES | ||||||||
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD |