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java.lang.Objectorg.encog.neural.som.training.basic.neighborhood.NeighborhoodSingle
public class NeighborhoodSingle
A very simple neighborhood function that will return 1.0 (full effect) for the winning neuron, and 0.0 (no change) for everything else.
Constructor Summary | |
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NeighborhoodSingle()
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Method Summary | |
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double |
function(int currentNeuron,
int bestNeuron)
Determine how much the current neuron should be affected by training based on its proximity to the winning neuron. |
double |
getRadius()
The radius for this neighborhood function is always 1. |
void |
setRadius(double radius)
Set the radius. |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public NeighborhoodSingle()
Method Detail |
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public double function(int currentNeuron, int bestNeuron)
function
in interface NeighborhoodFunction
currentNeuron
- THe current neuron being evaluated.bestNeuron
- The winning neuron.
public double getRadius()
getRadius
in interface NeighborhoodFunction
public void setRadius(double radius)
setRadius
in interface NeighborhoodFunction
radius
- The radius.
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