nuroko.algo

Class MomentumBackProp

java.lang.Object

nuroko.algo.MomentumBackProp

public class MomentumBackProp
extends Object

Constructor Summary

Constructors

Constructor and Description
MomentumBackProp(IComponent nn, double momentum)
MomentumBackProp(int paramLength, double momentum)

Method Summary

Methods

Modifier and Type	Method and Description
void	train(IComponent comp, mikera.vectorz.AVector input, mikera.vectorz.AVector target, double learnRate)
void	train(IComponent comp, mikera.vectorz.AVector input, mikera.vectorz.AVector target, double learnRate, LossFunction loss)
void	trainSynth(IComponent comp, mikera.vectorz.AVector input, double learnRate)

Methods inherited from class java.lang.Object

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

Constructor Detail

MomentumBackProp

public MomentumBackProp(IComponent nn,
                double momentum)

MomentumBackProp

public MomentumBackProp(int paramLength,
                double momentum)

Method Detail

train

public void train(IComponent comp,
         mikera.vectorz.AVector input,
         mikera.vectorz.AVector target,
         double learnRate)

train

public void train(IComponent comp,
         mikera.vectorz.AVector input,
         mikera.vectorz.AVector target,
         double learnRate,
         LossFunction loss)

trainSynth

public void trainSynth(IComponent comp,
              mikera.vectorz.AVector input,
              double learnRate)