org.neuroph.nnet

Class AutoencoderNetwork

java.lang.Object

org.neuroph.core.NeuralNetwork<BackPropagation>

org.neuroph.nnet.MultiLayerPerceptron

org.neuroph.nnet.AutoencoderNetwork

All Implemented Interfaces:

java.io.Serializable

public class AutoencoderNetwork
extends MultiLayerPerceptron

Auto Encoder Neural Network

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
AutoencoderNetwork(int inputsCount, int hiddenCount)

Method Summary

Methods inherited from class org.neuroph.nnet.MultiLayerPerceptron

connectInputsToOutputs

Methods inherited from class org.neuroph.core.NeuralNetwork

addLayer, addLayer, addListener, addPlugin, calculate, createConnection, createFromFile, createFromFile, fireNetworkEvent, getInputNeurons, getInputsCount, getLabel, getLayerAt, getLayers, getLayersCount, getLearningRule, getNetworkType, getOutput, getOutputNeurons, getOutputsCount, getPlugin, getWeights, indexOf, isEmpty, learn, learn, load, load, pauseLearning, randomizeWeights, randomizeWeights, randomizeWeights, randomizeWeights, removeLayer, removeLayerAt, removeListener, removePlugin, reset, resumeLearning, save, setInput, setInputNeurons, setLabel, setLearningRule, setNetworkType, setOutputLabels, setOutputNeurons, setWeights, stopLearning, toString

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

AutoencoderNetwork

public AutoencoderNetwork(int inputsCount,
                          int hiddenCount)