Package libai.nn.supervised.backpropagation

Class MomentumBackpropagation

java.lang.Object

libai.nn.supervised.backpropagation.StandardBackpropagation

libai.nn.supervised.backpropagation.MomentumBackpropagation

All Implemented Interfaces:

Backpropagation

public class MomentumBackpropagation
extends StandardBackpropagation

Created by kronenthaler on 18/01/2017.

Field Summary

Fields inherited from class libai.nn.supervised.backpropagation.StandardBackpropagation

b, d, func, layers, M, nn, nperlayer, u, W, Y, Yt

Constructor Summary

Constructors

Constructor	Description
MomentumBackpropagation(double beta)

Method Summary

Modifier and Type	Method	Description
void	train(Column[] patterns, Column[] answers, double alpha, int epochs, int offset, int length, double minerror)	Trains a neural network using the backpropagation implementaion.

Methods inherited from class java.lang.Object

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

Methods inherited from class libai.nn.supervised.backpropagation.StandardBackpropagation

initialize

Constructor Detail

MomentumBackpropagation

public MomentumBackpropagation(double beta)

Method Detail

train

public void train(Column[] patterns,
                  Column[] answers,
                  double alpha,
                  int epochs,
                  int offset,
                  int length,
                  double minerror)

Description copied from interface: Backpropagation

Trains a neural network using the backpropagation implementaion.

Specified by:

train in interface Backpropagation

Overrides:

train in class StandardBackpropagation