on003190
Assesment of the visual stimuli properties in P300 paradigm
EEG
…data stream in a 2D matrix where rows correspond to channels and…
- Participants
- 19
- Channels
- 9 (10-10)
- Citations
- 3
- Size
- 1.27 GB
- Version
- v1.0.0
- Updated
- Jul 22, 2026
Discover datasets
53 results for "covariance matrix" · page 4 of 6 · ranked by relevance
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- nm000193
Kojima et al. 2024 (Dataset A) — An auditory brain-computer interface based on selective attention to multiple tone streams
EEG Zarr verified…xDAWN spatial filtering, Riemannian geometry covariance matrices - **Frequency bands**: analyzed=[1.0…
- Participants
- 11
- Channels
- 64 (10-10)
- Citations
- 11
- HED
- v8.4.0
- Size
- 6.31 GB
- Version
- v1.0.4
- Updated
- Aug 18, 2026
- nm000123
Kalunga2016 – SSVEP Exo dataset
EEG…Classifiers**: MDRM, CCA - **Feature extraction**: Covariance/Riemannian ## Cross-Validation - **Method**: bootstrap - **Evaluation…
- Participants
- 12
- Channels
- 8 (10-10)
- Citations
- 74
- HED
- v8.4.0
- Size
- 160 MB
- Version
- v1.0.1
- Updated
- Aug 18, 2026
- nm000118
Nakanishi2015 – SSVEP Nakanishi 2015 dataset
EEG Zarr verified…Visual stimuli were presented as a 4x3 matrix on a 27-inch…
- Participants
- 9
- Channels
- 8 (10-10)
- Citations
- 92
- HED
- v8.4.0
- Size
- 196 MB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- on007524
LittlePrince_MEG_French_Read_Pallier2025
ANAT MEG…forward and inverse solutions, noise covariance matrices, source spaces, transformation files, evoked…
- Participants
- 50
- Citations
- 29
- Size
- 299 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000343
Hinss et al. 2021 — Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications
EEG…Bandpower, Covariance/Riemannian, ICA Frequency bands: alpha=[8.0, 13.0] Hz…
- Participants
- 15
- Channels
- 61 (10-10)
- Citations
- 64
- HED
- v8.4.0
- Size
- 4.04 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- on005342
EEG data offline and online during motor imagery for standing and sitting
EEG…Each data file contained the data stream in a 2D matrix where…
- Participants
- 32
- Channels
- 17 (10-10)
- Size
- 2.03 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- nm000198
BNCI 2015-008 Center Speller P300 dataset
EEG…shrinkage covariance ## Cross-Validation - **Method**: calibration-test split - **Evaluation type**: within_session…
- Participants
- 13
- Channels
- 63 (10-05)
- Citations
- 81
- HED
- v8.4.0
- Size
- 9.27 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000202
P300 dataset BI2012 from a "Brain Invaders" experiment
EEG Zarr verified…Classifiers**: xDAWN, Riemannian - **Feature extraction**: Covariance/Riemannian, xDAWN - **Spatial filters**: xDAWN ## Performance…
- Participants
- 25
- Citations
- 3
- HED
- v8.4.0
- Size
- 54.4 MB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- on007763
BCCWJ-MEG
ANAT MEG…view of 256 × 25699 mm, matrix size of 368 × 368, repetition time…
- Participants
- 35
- Citations
- 74
- Size
- 166 GB
- Version
- v1.0.0
- Updated
- Aug 18, 2026