Lesson 7 - Perceptron that implements simple Boolean functions

Lesson 7 - Perceptron that implements simple Boolean functions

by Salvatore Gatto -
Number of replies: 1

Hi, I did a simple implementation of a Perceptron in python which replicates the logical functions AND, OR and NOT.

Then, I tested the perceptron with the XOR and NAND operators, and with the following formulas: (A ∧ C) V (B ∧ NOT C), A ∧  NOT B.

https://colab.research.google.com/drive/1zf1IZeXW6-KDo2MyzFEuewRUuDLLeTa0?usp=sharing

In reply to Salvatore Gatto

Ri: Lesson 7 - Perceptron that implements simple Boolean functions

by Salvatore Gatto -
On the link below there is also an implementation of the AND, OR, NOT operators using a Percepton based on a single-layer, and the implementation of the XOR, NOR operators, and of the formulas A AND NOT B using a Percepeton based on multiple-layers.

https://drive.google.com/file/d/1h3WN1Yl1HFz_F4u9jVJqYUdU8lUePAPO/view