yawn.nn.appart
Class PredictionLayer

java.lang.Object
  yawn.nn.Layer
      yawn.nn.appart.PredictionLayer

public class PredictionLayer
extends Layer

A prediction (P) layer for AppART neural networks. $Id: PredictionLayer.java,v 1.8 2005/04/07 17:28:25 supermarti Exp $

Version:

$Revision: 1.8 $

Author:

Luis Martí (luis dot marti at uc3m dot es)

Field Summary

protected java.util.ArrayList	a
protected PredictionNeuralNode	b

Fields inherited from class yawn.nn.Layer

adapting, inputSize, nextLayer, units

Constructor Summary

PredictionLayer(int size, double e, OutputLayer l)

Method Summary

PredictionNeuralNode[]	getAUnits()
PredictionNeuralNode	getBUnit()
NeuralNode[]	getNodes()
void	learn(Pattern y)
void	propagateToNextLayer()
void	reset()
void	setInput(Pattern input)
void	setLearningRate(double lcte)
int	size()
void	updateWeightsStructure(Pattern y)

Methods inherited from class yawn.nn.Layer

connectWith, getActivations, getInputSize, isAdapting, output, setAdapting, setInputSize

Methods inherited from class java.lang.Object

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

Field Detail

a

protected java.util.ArrayList a

b

protected PredictionNeuralNode b

Constructor Detail

PredictionLayer

public PredictionLayer(int size,
                       double e,
                       OutputLayer l)

Parameters:

size - number of nodes in layer

e - eta

l - associated output layer

Method Detail

getAUnits

public PredictionNeuralNode[] getAUnits()

getBUnit

public PredictionNeuralNode getBUnit()

getNodes

public NeuralNode[] getNodes()

Overrides:

getNodes in class Layer

learn

public void learn(Pattern y)

propagateToNextLayer

public void propagateToNextLayer()

Overrides:

propagateToNextLayer in class Layer

reset

public void reset()

Overrides:

reset in class Layer

setInput

public void setInput(Pattern input)

Overrides:

setInput in class Layer

setLearningRate

public void setLearningRate(double lcte)

size

public int size()

Overrides:

size in class Layer

updateWeightsStructure

public void updateWeightsStructure(Pattern y)