org.neuroph.contrib.graphml

Class ExampleNetworXOR

java.lang.Object

org.neuroph.contrib.graphml.ExampleNetworXOR

public class ExampleNetworXOR
extends java.lang.Object

Approximate XOR gate using a multilayer percepton with 2 inputs, 3 hidden neurons and 1 output. The example is adapted from http://neuroph.sourceforge.net/tutorials/MultiLayerPerceptron.html

Constructor Summary

Constructors

Constructor and Description
ExampleNetworXOR()

Method Summary

Modifier and Type	Method and Description
static MultiLayerPerceptron	getNetwork() Returns multilayer percepton learned to approximate the XOR gate.
static DataSet	getTrainingData() Training data with two input neurons.

Methods inherited from class java.lang.Object

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

Constructor Detail

ExampleNetworXOR

public ExampleNetworXOR()

Method Detail

getTrainingData

public static DataSet getTrainingData()

Training data with two input neurons. Truth: 0,0: 0 0,1: 1 1,0: 1 1,1: 0

getNetwork

public static MultiLayerPerceptron getNetwork()

Returns multilayer percepton learned to approximate the XOR gate.

Returns: