Dataset Name | Subject # | Total Sample Count | Channel # | Task | Class # | Link + Availability |
---|---|---|---|---|---|---|
SEED | 15 | 675 | 62 | ER | 3 | Access Request |
DEAP | 32 | 1280 | 32 | ER | 5 | Access Request |
DREAMER | 32 | 414 | 14 | ER | 3 | Access Request |
SEED-IV | 15 | 1080 | 62 | ER | 4 | Access Request |
CHB-MIT | 22 | 664 | Mostly 23 or 24-26 | SA | 4 | Available |
ISRUC-Sleep | 100, 8, 10 | 126 | 6 | SD | 3 | Available |
MASS | 200 | 200 | 4, 17, 19, 20 | SD | 5 | Access Request |
Taiwan Driving Dataset | 27 | 81576 | 32 | AM | 3 | Raw Preprocessed |
BCI Competition IV: dataset 1 | 7 | 1960 | 59 | MI | 2 | Available |
BCI Competition IV: 2a | 9 | 5184 | 22 | MI | 4 | Available |
BCI Competition IV: 2b | 9 | 6480 | 3 bipolar | MI | 2 | Available |
THU-EP | 80 | 2240 | 32 | ER | 9 | Available |
MAHNOB-HCI | 27 | 540 | 32 | ER | 2 | Access Request |
SEED-VIG | 23 | 885 | 6, 12 | AM | 2 | Access Request |
KU | 54 | 5400 | 62 | MI | 2 | Access Request |
GIST | 52 | 5200 << 6240 | 62 | MI | 2 | Available |