com.github.chen0040.som

Class SOFMNet

java.lang.Object

com.github.chen0040.som.SOFMNet

public class SOFMNet
extends Object

Constructor Summary

Constructors

Constructor and Description
SOFMNet()
SOFMNet(int rows, int cols, int inputDimension)

Method Summary

Modifier and Type	Method and Description
protected double	eta(int n)
protected double	h(double distance, int n)
void	initialize(Vector<Double> lowest_weight, Vector<Double> highest_weight)
SOFMNeuron	match(double[] input)
SOFMNeuron	neuronAt(int row, int col)
void	train(double[] input)

Methods inherited from class java.lang.Object

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

Constructor Detail

SOFMNet

public SOFMNet()

SOFMNet

public SOFMNet(int rows,
               int cols,
               int inputDimension)

Method Detail

neuronAt

public SOFMNeuron neuronAt(int row,
                           int col)

initialize

public void initialize(Vector<Double> lowest_weight,
                       Vector<Double> highest_weight)

eta

protected double eta(int n)

h

protected double h(double distance,
                   int n)

train

public void train(double[] input)

match

public SOFMNeuron match(double[] input)