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java.lang.Objectjava.util.Observable
org.neuroph.core.NeuralNetwork
org.neuroph.nnet.RbfNetwork
public class RbfNetwork
Radial basis function neural network. TODO: learning for rbf layer: k-means clustering
| Constructor Summary | |
|---|---|
RbfNetwork(int inputNeuronsNum,
int rbfNeuronsNum,
int outputNeuronsNum)
Creates new RbfNetwork with specified number of neurons in input, rbf and output layer |
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| 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, getNetworkType, getOutput, getOutputAsArray, getOutputNeurons, getPlugin, indexOf, learn, learnInNewThread, learnInNewThread, learnInSameThread, learnInSameThread, load, notifyChange, randomizeWeights, removeLayer, removeLayerAt, removePlugin, reset, 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 RbfNetwork(int inputNeuronsNum,
int rbfNeuronsNum,
int outputNeuronsNum)
inputNeuronsNum - number of neurons in input layerrbfNeuronsNum - number of neurons in rbf layeroutputNeuronsNum - number of neurons in output layer
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