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java.lang.Objectjava.util.Observable
org.neuroph.core.NeuralNetwork
org.neuroph.nnet.Hopfield
public class Hopfield
Hopfield neural network. Notes: try to use [1, -1] activation levels, sgn as transfer function, or real numbers for activation
Constructor Summary | |
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Hopfield(int neuronsNum)
Creates new Hopfield network with specified neuron number |
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Hopfield(int neuronsNum,
NeuronProperties neuronProperties)
Creates new Hopfield network with specified neuron number and neuron properties |
Method Summary |
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Methods inherited from class org.neuroph.core.NeuralNetwork |
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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 |
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addObserver, clearChanged, countObservers, deleteObserver, deleteObservers, hasChanged, notifyObservers, notifyObservers, setChanged |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait |
Constructor Detail |
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public Hopfield(int neuronsNum)
neuronsNum
- neurons number in Hopfied networkpublic Hopfield(int neuronsNum, NeuronProperties neuronProperties)
neuronsNum
- neurons number in Hopfied networkneuronProperties
- neuron properties
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