org.openimaj.ml.neuralnet

Class OnlineBackpropOneHidden

java.lang.Object

org.openimaj.ml.neuralnet.OnlineBackpropOneHidden

public class OnlineBackpropOneHidden
extends Object

Implement an online version of the backprop algorithm against an 2D

Author:

Sina Samangooei (ss@ecs.soton.ac.uk)

Constructor Summary

Constructors

Constructor and Description
OnlineBackpropOneHidden(int nInput, int nHidden, int nFinal)

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)
gov.sandia.cognition.math.matrix.Matrix	predict(double[] x)
void	update(double[] x, double[] y)

Methods inherited from class java.lang.Object

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

Constructor Detail

OnlineBackpropOneHidden

public OnlineBackpropOneHidden(int nInput,
                               int nHidden,
                               int nFinal)

Parameters:

nInput - the number of input values

nHidden - the number of hidden values

nFinal - the number of final values

Method Detail

update

public void update(double[] x,
                   double[] y)

predict

public gov.sandia.cognition.math.matrix.Matrix predict(double[] x)

main

public static void main(String[] args)
                 throws InterruptedException

Throws:

InterruptedException