riccardosagramoni / intelligent-systems-project

University Project for "Intelligent Systems" course (MSc Computer Engineering @ University of Pisa). Design and implementation of several artificial intelligences (MLP, RBFN, FIS, CNN, RNN) on a dataset composed on biophysical signals

Intelligent Systems Project

University project for the Intelligent Systems course (MSc Computer Engineering) by Fabrizio Lanzillo, Federico Montini e Riccardo Sagramoni.

Design and implementation of several artificial intelligences (MLP, RBFN, FIS, CNN, RNN) on a dataset composed of biophysical signals.

Developed with MATLAB (2022a version).

How to run

• Download the repository and the dataset compressed folder.
• Unpack the dataset and put the csv files in a folder named dataset at the root level of the repository.
• Open MATLAB in the src folder and execute the set_path.m script.
• Warning!: Execute all the MATLAB scripts inside the subfolders from the src folder (otherwise all the paths are broken).