Description

The XOR is not linearly separable, while OR and AND are linearly separable. One way to solve the XOR is to use a Multi Layer Perceptron and to train it to learn the following table of truth:

Files

souce code (xor.cc)

How play with the code ?

1. go to lines 84, 85, 86:

2. change parameters of training such as (maximum number of iterations, minimum Mean Squared Error and learning rate)

3. re-compile

4. run it and plot the file "mse.txt"

Ackowledgment

I would like here to address a special thank to Daniel Collobert. Thanks to him, I discovered Artificial Neural Networks and he provided me with introductory examples such as this one.