README.md

Multilayer Perceptron

It is the simplest Multilayer Perceptron to solve XOR problem.

Overview

The architecture adopted to solve the XOR problem is shown below:

Found in:

• BEALE, Russell; JACKSON, Tom. Neural Computing-an introduction. CRC Press, 1990. (Chapter: 4, Page: 75).

Dependencies

• datetime
• matplotlib
• numpy
• tensorflow
• time

You can install missing dependencies with pip.

Usage

1. Install the dependencies;
2. Open terminal and run python Multilayer-Perceptron-XOR.py

Recommended Readings

• BEALE, Russell; JACKSON, Tom. Neural Computing-an introduction. CRC Press, 1990.

License

Code released under the MIT license.