org.neuroph.nnet

Class Hopfield

java.lang.Object

org.neuroph.core.NeuralNetwork

org.neuroph.nnet.Hopfield

All Implemented Interfaces:

Serializable

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

Field Summary

Fields inherited from class org.neuroph.core.NeuralNetwork

outputBuffer

Constructor Summary

Constructors

Constructor and Description
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, addListener, addPlugin, calculate, createConnection, createFromFile, createFromFile, fireNetworkEvent, getInputNeurons, getInputsCount, getLabel, getLayerAt, getLayers, getLayersCount, getLearningRule, getNetworkType, getOutput, getOutputLabels, getOutputNeurons, getOutputsCount, getPlugin, getWeights, indexOf, isEmpty, learn, learn, load, load, pauseLearning, randomizeWeights, randomizeWeights, randomizeWeights, randomizeWeights, removeLayer, removeLayerAt, removeListener, removePlugin, reset, resumeLearning, save, setInput, setInputNeurons, setLabel, setLearningRule, setNetworkType, setOutputLabels, setOutputNeurons, setWeights, stopLearning, toString

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