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

Methods

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)

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