Neuroph

org.neuroph.nnet
Class Hopfield

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

public class Hopfield
extends NeuralNetwork

The Hopfield class represents Hopfield neural network.

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
Hopfield(int neuronsNum)
          Creates new Hopfield network with specified neuron number
Hopfield(int neuronsNum, NeuronProperties neuronProperties)
          Creates new Hopfield network with specified neuron number and neuron properties
 
Method Summary
private  void createNetwork(int neuronsNum, NeuronProperties neuronProperties)
          Creates Hopfield network architecture
 
Methods inherited from class org.neuroph.core.NeuralNetwork
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
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

Hopfield

public Hopfield(int neuronsNum)
Creates new Hopfield network with specified neuron number

Parameters:
neuronsNum - neurons number in Hopfied network

Hopfield

public Hopfield(int neuronsNum,
                NeuronProperties neuronProperties)
Creates new Hopfield network with specified neuron number and neuron properties

Parameters:
neuronsNum - neurons number in Hopfied network
neuronProperties - neuron properties
Method Detail

createNetwork

private void createNetwork(int neuronsNum,
                           NeuronProperties neuronProperties)
Creates Hopfield network architecture

Parameters:
neuronsNum - neurons number in Hopfied network
neuronProperties - neuron properties

Neuroph