org.neuroph.nnet
Class MultiLayerPerceptron
java.lang.Object
java.util.Observable
org.neuroph.core.NeuralNetwork
org.neuroph.nnet.MultiLayerPerceptron
- All Implemented Interfaces:
- Serializable
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, getInputsCount, getLabel, getLayerAt, getLayers, getLayersCount, getLearningRule, getLearningThread, getNetworkType, getOutput, getOutputNeurons, getOutputsCount, getPlugin, indexOf, learn, learn, learnInNewThread, learnInNewThread, load, load, notifyChange, pauseLearning, randomizeWeights, randomizeWeights, randomizeWeights, randomizeWeights, removeLayer, removeLayerAt, removePlugin, reset, resumeLearning, save, setInput, setInputNeurons, setLabel, setLearningRule, setNetworkType, setOutputNeurons, stopLearning, toString |
MultiLayerPerceptron
public MultiLayerPerceptron(List<Integer> neuronsInLayers)
- Creates new MultiLayerPerceptron with specified number of neurons in layers
- Parameters:
neuronsInLayers
- collection of neuron number in layers
MultiLayerPerceptron
public MultiLayerPerceptron(int... neuronsInLayers)
MultiLayerPerceptron
public MultiLayerPerceptron(TransferFunctionType transferFunctionType,
int... neuronsInLayers)
MultiLayerPerceptron
public MultiLayerPerceptron(List<Integer> neuronsInLayers,
TransferFunctionType transferFunctionType)
MultiLayerPerceptron
public MultiLayerPerceptron(List<Integer> neuronsInLayers,
NeuronProperties neuronProperties)
- Creates new MultiLayerPerceptron net with specified number neurons in
getLayersIterator
- Parameters:
neuronsInLayers
- collection of neuron numbers in layersneuronProperties
- neuron properties
connectInputsToOutputs
public void connectInputsToOutputs()
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