In collaboration with: Maja From Andersen.
Source code: deap-eeg-classification.
Introduction
DEAP dataset
EEG data preprocessing
Power spectral density
Topographical map
5-fold cross-validation
Classifier
Valence
Arousal
Observation
An exploratory study of EEG-based emotion classification by means of brain waves and corresponding brain regions.
In collaboration with: Maja From Andersen.
Source code: deap-eeg-classification.