Neuroph

org.neuroph.nnet
Class Instar

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

public class Instar
extends NeuralNetwork

The Instar class represents Instar neural network with Instar 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
Instar(int inputNeuronsCount)
          Creates new Instar with specified number of input neurons.
 
Method Summary
private  void createNetwork(int inputNeuronsCount)
          Creates Instar 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

Instar

public Instar(int inputNeuronsCount)
Creates new Instar with specified number of input neurons.

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

createNetwork

private void createNetwork(int inputNeuronsCount)
Creates Instar architecture with specified number of input neurons

Parameters:
inputNeuronsCount - number of neurons in input layer

Neuroph