org.neuroph.nnet
Class MultiLayerPerceptron
java.lang.Object
java.util.Observable
org.neuroph.core.NeuralNetwork
org.neuroph.nnet.MultiLayerPerceptron
- All Implemented Interfaces:
- java.io.Serializable, java.lang.Runnable
public class MultiLayerPerceptron
- extends NeuralNetwork
Multi Layer Perceptron neural network with Back propagation learning algorithm.
- Author:
- Zoran Sevarac
- See Also:
BackPropagation
,
MomentumBackpropagation
,
Serialized Form
Methods inherited from class org.neuroph.core.NeuralNetwork |
addLayer, addLayer, addPlugin, calculate, createConnection, getInputNeurons, getLayerAt, getLayers, getLayersCount, getLayersIterator, getLearningRule, getLearningThread, getNetworkType, getOutput, getOutputAsArray, getOutputNeurons, getPlugin, indexOf, learn, learnInNewThread, learnInNewThread, learnInSameThread, learnInSameThread, load, load, notifyChange, pauseLearning, randomizeWeights, removeLayer, removeLayerAt, removePlugin, reset, resumeLearning, 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 |
MultiLayerPerceptron
public MultiLayerPerceptron(java.util.Vector<java.lang.Integer> neuronsInLayers)
- Creates new MultiLayerPerceptron with specified number neurons in
getLayersIterator
- Parameters:
neuronsInLayers
- collection of neuron number in getLayersIterator
MultiLayerPerceptron
public MultiLayerPerceptron(int... neuronsInLayers)
MultiLayerPerceptron
public MultiLayerPerceptron(TransferFunctionType transferFunctionType,
int... neuronsInLayers)
MultiLayerPerceptron
public MultiLayerPerceptron(java.util.Vector<java.lang.Integer> neuronsInLayers,
TransferFunctionType transferFunctionType)
MultiLayerPerceptron
public MultiLayerPerceptron(java.util.Vector<java.lang.Integer> neuronsInLayers,
NeuronProperties neuronProperties)
- Creates new MultiLayerPerceptron net with specified number neurons in
getLayersIterator
- Parameters:
neuronsInLayers
- collection of neuron numbers in layersneuronProperties
- neuron propreties