com.aelitis.azureus.core.neuronal
Class NeuralNetworkLayer

java.lang.Object
  com.aelitis.azureus.core.neuronal.NeuralNetworkLayer

public class NeuralNetworkLayer
extends Object

Constructor Summary

NeuralNetworkLayer(int numberOfNodes)

Method Summary

void	adjustWeights()
void	calculateErrors()
void	calculateNeuronValues()
int	getNumberOfNodes()
void	initialize(NeuralNetworkLayer parentLayer, NeuralNetworkLayer childLayer)
void	randomizeWeights()
void	setActivationFunction(ActivationFunction activationFunction)
void	setLearningRate(double rate)
void	setMomentum(boolean useMomentum, double factor)
String	toString()

Methods inherited from class java.lang.Object

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

Constructor Detail

NeuralNetworkLayer

public NeuralNetworkLayer(int numberOfNodes)

Method Detail

initialize

public void initialize(NeuralNetworkLayer parentLayer,
                       NeuralNetworkLayer childLayer)

randomizeWeights

public void randomizeWeights()

calculateNeuronValues

public void calculateNeuronValues()

calculateErrors

public void calculateErrors()

adjustWeights

public void adjustWeights()

getNumberOfNodes

public int getNumberOfNodes()

setActivationFunction

public void setActivationFunction(ActivationFunction activationFunction)

setMomentum

public void setMomentum(boolean useMomentum,
                        double factor)

setLearningRate

public void setLearningRate(double rate)

toString

public String toString()

Overrides:

toString in class Object