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java.lang.Objectjava.util.Observable
org.neuroph.core.NeuralNetwork
org.neuroph.nnet.UnsupervisedHebbianNetwork
public class UnsupervisedHebbianNetwork
Hebbian neural network with unsupervised Hebbian learning algorithm.
Constructor Summary | |
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UnsupervisedHebbianNetwork(int inputNeuronsNum,
int outputNeuronsNum)
Creates an instance of Unsuervised Hebian net with specified number of neurons in input and output layer |
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UnsupervisedHebbianNetwork(int inputNeuronsNum,
int outputNeuronsNum,
TransferFunctionType transferFunctionType)
Creates an instance of Unsuervised Hebian net with specified number of neurons in input layer and output layer, and transfer function |
Method Summary |
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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 UnsupervisedHebbianNetwork(int inputNeuronsNum, int outputNeuronsNum)
inputNeuronsNum
- number of neurons in input layeroutputNeuronsNum
- number of neurons in output layerpublic UnsupervisedHebbianNetwork(int inputNeuronsNum, int outputNeuronsNum, TransferFunctionType transferFunctionType)
inputNeuronsNum
- number of neurons in input layeroutputNeuronsNum
- number of neurons in output layertransferFunctionType
- transfer function type id
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