nm000171
BNCI 2014-002 Motor Imagery dataset
EEG
…alpha=[6, 14] Hz; beta=[14, 40] Hz - **Spatial filters**: CSP, Laplacian…
- Participants
- 14
- Citations
- 89
- Size
- 553 MB
- Version
- v1.0.2
- Updated
- Jun 19, 2026
Discover datasets
100 results for "spatial localization" · page 10 of 10 · ranked by relevance
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- nm000160
Multi-joint upper-limb MI dataset from Yi et al. 2025
EEG…4.0, 40.0] Hz - **Spatial filters**: CAR ## Cross-Validation - **Method**: 5…
- Participants
- 18
- Size
- 20.3 GB
- Version
- v1.0.0
- Updated
- May 25, 2026
- nm000152
Upper-limb elbow-centered motor imagery dataset (10 classes)
EEG…13.0, 30.0] Hz - **Spatial filters**: CSP, FBCSP ## Cross-Validation - **Method…
- Participants
- 12
- Citations
- 13
- Size
- 1.61 GB
- Version
- v1.0.1
- Updated
- Jun 19, 2026
- nm000329
Brandl et al. 2020 — Motor Imagery Under Distraction: An Open Access BCI Dataset
EEG…13.0, 30.0] Hz Spatial filters: CSP Cross-Validation ---------------- Method: holdout…
- Participants
- 16
- Citations
- 12
- Size
- 61.6 GB
- Version
- v1.0.1
- Updated
- Jun 3, 2026
- nm000202
P300 dataset BI2012 from a "Brain Invaders" experiment
EEG…Covariance/Riemannian, xDAWN - **Spatial filters**: xDAWN ## Performance (Original Study) ## BCI Application - **Applications…
- Participants
- 25
- Citations
- 6
- Size
- 54.4 MB
- Version
- v1.0.0
- Updated
- Jun 2, 2026
- nm000260
Van Veen, Barachant & Andreev 2012 — Building Brain Invaders: EEG data of an experimental validation (BI2012)
EEG…Covariance/Riemannian, xDAWN Spatial filters: xDAWN Performance (Original Study) ---------------------------- BCI Application --------------- Applications…
- Participants
- 23
- Citations
- 6
- Size
- 163 MB
- Version
- v1.0.1
- Updated
- Jun 3, 2026
- nm000124
Han2024 – SSVEP fatigue dataset with two frequency paradigms
EEG…TRCA - **Spatial filters**: TRCA ## BCI Application - **Environment**: lab - **Online feedback**: False ## Tags…
- Participants
- 24
- Citations
- 4
- Size
- 17.0 GB
- Version
- v1.0.0
- Updated
- May 16, 2026
- nm000121
Oikonomou2016 – SSVEP MAMEM 3 dataset
EEG…analyzed=[5.0, 48.0] Hz - **Spatial filters**: CAR, CSP, Minimum Energy…
- Participants
- 11
- Citations
- 39
- Size
- 119 MB
- Version
- v1.0.0
- Updated
- May 16, 2026
- nm000129
Liu2020 – BETA SSVEP benchmark dataset
EEG…bandpass=[3.0, 100.0] Hz - **Spatial filters**: CCA, TRCA ## Cross-Validation…
- Participants
- 70
- Citations
- 97
- Size
- 2.80 GB
- Version
- v1.0.0
- Updated
- May 16, 2026
- nm000161
BNCI 2024-001 Handwritten Character Classification dataset
EEG…analyzed=[0.3, 70.0] Hz - **Spatial filters**: CAR ## Cross-Validation - **Method…
- Participants
- 20
- Citations
- 10
- Size
- 10.2 GB
- Version
- v1.0.0
- Updated
- May 18, 2026