Open EEG databases

A few open EEG databases to explore:

1. MPI-Leipzig Mind-Brain-Body Dataset
   • ftp download
   • Babayan et al., Sci Rep 2019
2. DEAP: a Dataset for Emotion Analysis using EEG, Physiological and Video Signals
   • download links
   • requires (free) registration
   • used in:
   • Ex1
   • Ex2
   • Ex3
   • Ex4
   • Ex5
   • Ex6
   • Ex7 - …
3. CHBM: Cuban Human Brain Mapping project
   • explained in Bosch-Bayard et al., Front Neurosci 2020 and Valdes-Sosa et al., Sci Data 2021
4. EEG Motor Movement/Imagery Dataset
   • download at PhysioNet
   • explained in Schalk et al., IEEE TBME 2004
5. UCI Machine Learning Repository: EEG Database Data Set
   • UCI link
   • groups: alcohol addiction and control, uses visual stimuli
6. SEED: SJTU Emotion EEG Dataset (SEED)
   • BCMI Laboratory at Shanghai Jiao Tong University
   • SEED link
   • downloads
7. Physionet Sleep-EDF Database
   • 197 whole-night polysomnographic sleep recordings (EEG, EOG, chin EMG, event markers)
   • some contain respiration and body temperature
   • manually scored hypnograms according to Rechtschaffen and Kales
   • download (8.1 GB)
8. to be continued…