org.neuroph.nnet
Class Hopfield

java.lang.Object
  java.util.Observable
      org.neuroph.core.NeuralNetwork
          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

See Also:

Serialized Form

Constructor Summary

Hopfield(int neuronsCount)
Creates new Hopfield network with specified neuron number

Hopfield(int neuronsCount, 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, initializeWeights, initializeWeights, initializeWeights, 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 neuronsCount)

Creates new Hopfield network with specified neuron number

Parameters:

neuronsCount - neurons number in Hopfied network

Hopfield

public Hopfield(int neuronsCount,
                NeuronProperties neuronProperties)

Creates new Hopfield network with specified neuron number and neuron properties

Parameters:

neuronsCount - neurons number in Hopfied network

neuronProperties - neuron properties