Neuroph

org.neuroph.nnet
Class Adaline

java.lang.Object
  extended by java.util.Observable
      extended by org.neuroph.core.NeuralNetwork
          extended by org.neuroph.nnet.Adaline
All Implemented Interfaces:
java.io.Serializable, java.lang.Runnable

public class Adaline
extends NeuralNetwork

The Adaline class represents Adaline neural network architecture with LMS learning rule.

See Also:
Serialized Form

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

Field Detail

serialVersionUID

private static final long serialVersionUID
The class fingerprint that is set to indicate serialization compatibility with a previous version of the class.

See Also:
Constant Field Values
Constructor Detail

Adaline

public Adaline(int inputNeuronsNum)
Creates new Adaline network with specified number of neurons in input layer

Parameters:
inputNeuronsNum - number of neurons in input layer
Method Detail

createNetwork

private void createNetwork(int inputNeuronsNum)
Creates adaline network architecture with specified number of input neurons

Parameters:
neuronProperties -

Neuroph