whoisraibolt/Multilayer-Perceptron

Multilayer Perceptron using Python to solve XOR problem

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.