Neuroph

org.neuroph.nnet
Class RbfNetwork

java.lang.Object
  extended by java.util.Observable
      extended by org.neuroph.core.NeuralNetwork
          extended by org.neuroph.nnet.RbfNetwork
All Implemented Interfaces:
java.io.Serializable, java.lang.Runnable

public class RbfNetwork
extends NeuralNetwork

The RbfNetwork class represents Radial basis function neural network. TODO: learning for rbf layer

See Also:
Serialized Form

Field Summary
private static long serialVersionUID
          The class fingerprint that is set to indicate serialization compatibility with a previous version of the class.
 
Constructor Summary
RbfNetwork(int inputNeuronsNum, int rbfNeuronsNum, int outputNeuronsNum)
          Creates new RbfNetwork with specified number of neurons in input, rbf and output layer
 
Method Summary
private  void createNetwork(int inputNeuronsNum, int rbfNeuronsNum, int outputNeuronsNum)
          Creates RbfNetwork architecture with specified number of neurons in input layer, output layer and transfer function
 
Methods inherited from class org.neuroph.core.NeuralNetwork
addLayer, addLayer, addPlugin, calculate, createConnection, getInputNeurons, getLayerAt, getLayers, getLayersCount, getLayersIterator, getLearningRule, getNetworkType, getOutput, getOutputAsArray, getOutputNeurons, getPlugin, indexOf, learn, load, notifyChange, randomizeWeights, removeLayer, removeLayerAt, removePlugin, reset, run, save, setInput, setInput, setInputNeurons, setLearningRule, setNetworkType, setOutputNeurons, stopLearning, toString
 
Methods inherited from class java.util.Observable
addObserver, clearChanged, countObservers, deleteObserver, deleteObservers, hasChanged, notifyObservers, notifyObservers, setChanged
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
 

Field Detail

serialVersionUID

private static final long serialVersionUID
The class fingerprint that is set to indicate serialization compatibility with a previous version of the class.

See Also:
Constant Field Values
Constructor Detail

RbfNetwork

public RbfNetwork(int inputNeuronsNum,
                  int rbfNeuronsNum,
                  int outputNeuronsNum)
Creates new RbfNetwork with specified number of neurons in input, rbf and output layer

Parameters:
inputNeuronsNum - number of neurons in input layer
rbfNeuronsNum - number of neurons in rbf layer
outputNeuronsNum - number of neurons in output layer
Method Detail

createNetwork

private void createNetwork(int inputNeuronsNum,
                           int rbfNeuronsNum,
                           int outputNeuronsNum)
Creates RbfNetwork architecture with specified number of neurons in input layer, output layer and transfer function

Parameters:
inputNeuronsNum - number of neurons in input layer
rbfNeuronsNum - number of neurons in rbf layer
outputNeuronsNum - number of neurons in output layer

Neuroph