IMDD-EEG

Published: 26 June 2026| Version 1 | DOI: 10.17632/br395x9yz3.1
Contributor:
Nirvana Amparan

Description

Code files for training a hybrid Inception1D-MHSA model for MDD classification using PSD representions from EEG signals

Files

Steps to reproduce

1. Save all .py files and utils and models folder to a General directory, as indicated in the README file 2. Establish the General directory in all .py files 3. Preprocess datasets to obtain PSD representations 4. Establish directories for main and gradcam files. 5. Run main_dataset.py files 6. Run gradcam_dataset.py files

Categories

Machine Learning, Explainable Artificial Intelligence

Licence