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java.lang.Objectjava.util.Observable
org.neuroph.core.NeuralNetwork
org.neuroph.nnet.Kohonen
public class Kohonen
The Kohonen class represents Kohonen neural network.
Field Summary | |
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private static long |
serialVersionUID
The class fingerprint that is set to indicate serialization compatibility with a previous version of the class. |
Constructor Summary | |
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Kohonen(int inputNeuronsNum,
int outputNeuronsNum)
Creates new Kohonen network with specified number of neurons in input and map layer |
Method Summary | |
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private void |
createNetwork(int inputNeuronsNum,
int outputNeuronsNum)
Creates Kohonen network architecture with specified number of neurons in input and map layer |
Methods inherited from class org.neuroph.core.NeuralNetwork |
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addLayer, addLayer, addPlugin, calculate, createConnection, getInputNeurons, getLayerAt, getLayers, getLayersCount, getLayersIterator, getLearningRule, getNetworkType, getOutput, getOutputNeurons, getPlugin, indexOf, learn, load, notifyChange, randomizeWeights, removeLayer, removeLayerAt, removePlugin, reset, run, save, setInput, setInputNeurons, setLearningRule, setNetworkType, setOutputNeurons, stopLearning, toString |
Methods inherited from class java.util.Observable |
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addObserver, clearChanged, countObservers, deleteObserver, deleteObservers, hasChanged, notifyObservers, notifyObservers, setChanged |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait |
Field Detail |
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private static final long serialVersionUID
Constructor Detail |
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public Kohonen(int inputNeuronsNum, int outputNeuronsNum)
inputNeuronsNum
- number of neurons in input layeroutputNeuronsNum
- number of neurons in output layerMethod Detail |
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private void createNetwork(int inputNeuronsNum, int outputNeuronsNum)
inputNeurons
- number of neurons in input layeroutputNeurons
- number of neurons in output layer
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