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

Hopfield neural network. Notes: try to use [1, -1] activation levels, sgn as transfer function, or real numbers for activation

Author:
Zoran Sevarac
See Also:
Serialized Form

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
 
Methods inherited from class org.neuroph.core.NeuralNetwork
addLayer, addLayer, addPlugin, calculate, createConnection, getInputNeurons, getLayerAt, getLayers, getLayersCount, getLayersIterator, getLearningRule, getLearningThread, getNetworkType, getOutput, getOutputAsArray, getOutputNeurons, getPlugin, indexOf, learn, learnInNewThread, learnInNewThread, learnInSameThread, learnInSameThread, load, load, notifyChange, pauseLearning, randomizeWeights, removeLayer, removeLayerAt, removePlugin, reset, resumeLearning, 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
 

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