org.neuroph.contrib.matrixmlp

Class MatrixMomentumBackpropagation

java.lang.Object

org.neuroph.core.learning.LearningRule

org.neuroph.core.learning.IterativeLearning

org.neuroph.core.learning.SupervisedLearning

org.neuroph.nnet.learning.LMS

org.neuroph.nnet.learning.BackPropagation

org.neuroph.nnet.learning.MomentumBackpropagation

org.neuroph.contrib.matrixmlp.MatrixMomentumBackpropagation

All Implemented Interfaces:

java.io.Serializable

public class MatrixMomentumBackpropagation
extends MomentumBackpropagation

Momentum Backpropagation for matrix based MLP

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.neuroph.nnet.learning.MomentumBackpropagation

MomentumBackpropagation.MomentumTrainingData

Constructor Summary

Constructors

Constructor and Description
MatrixMomentumBackpropagation()

Method Summary

Modifier and Type	Method and Description
void	setNeuralNetwork(NeuralNetwork neuralNetwork) Sets neural network for this learning rule

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

getMomentum, setMomentum, updateNeuronWeights

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

doLearningEpoch, getErrorFunction, getMaxError, getMinErrorChange, getMinErrorChangeIterationsCount, getMinErrorChangeIterationsLimit, getPreviousEpochError, getTotalNetworkError, isBatchMode, learn, learn, setBatchMode, setErrorFunction, setMaxError, setMinErrorChange, setMinErrorChangeIterationsLimit

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, setTrainingSet, stopLearning

Methods inherited from class java.lang.Object

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

Constructor Detail

MatrixMomentumBackpropagation

public MatrixMomentumBackpropagation()

Method Detail

setNeuralNetwork

public void setNeuralNetwork(NeuralNetwork neuralNetwork)

Description copied from class: LearningRule

Sets neural network for this learning rule

Overrides:

setNeuralNetwork in class LearningRule

Parameters:

neuralNetwork - neural network for this learning rule