This project is a simple prototype that simulate the behavior of a neural network. This network permits to resolve the XOR operation, a simple problem that a perceptron (i.e. a network without an hidden layer) cannot resolve itself. The project is developed for Arduino UNO shield, so for an ATMega328 microcontroller.