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java.lang.Objectjava.util.Observable
org.neuroph.core.learning.LearningRule
org.neuroph.nnet.learning.HopfieldLearning
public class HopfieldLearning
Learning algorithm for the Hopfield neural network.
Field Summary |
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Fields inherited from class org.neuroph.core.learning.LearningRule |
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neuralNetwork |
Constructor Summary | |
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HopfieldLearning()
Creates new HopfieldLearning |
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HopfieldLearning(NeuralNetwork neuralNetwork)
Creates new HopfieldLearning for the specified neural network |
Method Summary | |
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void |
learn(TrainingSet trainingSet)
Calculates weights for the hopfield net to learn the specified training set |
Methods inherited from class org.neuroph.core.learning.LearningRule |
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getNeuralNetwork, getTrainingSet, isStopped, notifyChange, run, setNeuralNetwork, setTrainingSet, stopLearning |
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, toString, wait, wait, wait |
Constructor Detail |
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public HopfieldLearning()
public HopfieldLearning(NeuralNetwork neuralNetwork)
neuralNetwork
- Method Detail |
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public void learn(TrainingSet trainingSet)
learn
in class LearningRule
trainingSet
- training set to learn
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