3D-CNN-EEG-Emotion-Classification

Openly available framework for EEG-based emotion classification

Author: Kris van Noord Institute: Eindhoven University of Technology

3D-CNN for EEG emotion classification

Openly available framework for research purposes

Database for Emotion Analysis using Physiological signals

The current framework is applicable to the DEAP dataset. http://www.eecs.qmul.ac.uk/mmv/datasets/deap/

Environment setup

The framework runs on Matlab (verified on R2019B) with the following toolboxes:

1. EEGLab
2. Deep Learning Toolbox
3. Parallel Computing Toolbox

To run the full framework, make sure the dataset is in the same folder as the files and run the 'main_project.m' file. In this file, options (DE/PSD, normalization, etc) can be changed in the first section.