org.neuroph.nnet.learning
Class OjaLearning
java.lang.Object
org.neuroph.core.learning.LearningRule
org.neuroph.core.learning.IterativeLearning
org.neuroph.core.learning.UnsupervisedLearning
org.neuroph.nnet.learning.UnsupervisedHebbianLearning
org.neuroph.nnet.learning.OjaLearning
- All Implemented Interfaces:
- Serializable
public class OjaLearning
- extends UnsupervisedHebbianLearning
Oja learning rule wich is a modification of unsupervised hebbian learning.
- Author:
- Zoran Sevarac
- See Also:
- Serialized Form
Constructor Summary |
OjaLearning()
Creates an instance of OjaLearning algorithm |
Method Summary |
protected void |
updateNeuronWeights(Neuron neuron)
This method implements weights update procedure for the single neuron |
Methods inherited from class org.neuroph.core.learning.IterativeLearning |
afterEpoch, beforeEpoch, doOneLearningIteration, getCurrentIteration, getLearningRate, isPausedLearning, learn, learn, onStart, pause, resume, setLearningRate, setMaxIterations |
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
OjaLearning
public OjaLearning()
- Creates an instance of OjaLearning algorithm
updateNeuronWeights
protected void updateNeuronWeights(Neuron neuron)
- This method implements weights update procedure for the single neuron
- Overrides:
updateNeuronWeights
in class UnsupervisedHebbianLearning
- Parameters:
neuron
- neuron to update weights
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