Table 2.
Dataset.
| Datasets | Task | Subject | Channel | Amount of Data (Per Subject) | Sampling Rate | Reference |
|---|---|---|---|---|---|---|
| BCIC-II-IV | 2 MI classes | 1 | 28 | 3 sessions/416 trials | 1000 Hz | [19] |
| BCIC-III-II | P300 | 2 | 64 | 5 sessions | 240 Hz | [20] |
| BCIC-III-IVa | 2 MI classes | 5 | 118 | 4 sessions/280 trials | 1000 Hz | [21] |
| BCIC-IV-2a | MI | 9 | 25 | 2 sessions/288 trials | 250 Hz | [22] |
| BCIC-IV-2b | 2 MI classes | 9 | 6 | 720 trials | 250 Hz | [23] |
| P300 speller | P300 | 8 | 8 | 5 sessions/20 trials | 256 Hz | [24] |
| DEAP | ER | 32 | 40 | 125 trials | 128 Hz | [25] |
| BCIC -III- IVC | MI | 1 | 118 | 630 trials | 200 Hz | [26] |
| SEED | ER | 15 | 64 | 3 sessions/15 trials | 200 Hz | [27] |
| OpenMIIR | Music Imagery | 10 | 64 | 5 sessions/12 trials in four tasks | 512 Hz | [28] |
| CHB-MIT | ED | 22 | 23 | 844 hours’ collection | 256 Hz | [29] |