de.htwdd.rosenkoenig.neuro.net
Class Gauss

java.lang.Object
  de.htwdd.rosenkoenig.neuro.net.NeighbourhoodFunction
      de.htwdd.rosenkoenig.neuro.net.Gauss

public class Gauss
extends NeighbourhoodFunction

The Gauss neighborhood function.

Field Summary

Fields inherited from class de.htwdd.rosenkoenig.neuro.net.NeighbourhoodFunction

radius

Constructor Summary

Gauss()
Ctor, only calls super ctor.

Method Summary

double

computeActivation(double distance) Activation function of Gauss.

Methods inherited from class de.htwdd.rosenkoenig.neuro.net.NeighbourhoodFunction

getRadius, setRadius

Methods inherited from class java.lang.Object

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

Constructor Detail

Gauss

public Gauss()

Ctor, only calls super ctor.

Method Detail

computeActivation

public double computeActivation(double distance)

Activation function of Gauss.

Specified by:

computeActivation in class NeighbourhoodFunction

Parameters:

distance - euclidic distance to the winning neuron

Returns:

activation for the given distance