nm000196
c-VEP dataset from Thielen et al. (2015)
EEG
…downsampling from 2048 Hz to 360 Hz, linear de-trending, common average…
- Participants
- 12
- Channels
- 64 (10-10)
- Citations
- 72
- HED
- v8.4.0
- Size
- 11.0 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
Discover datasets
100 results for "linear discriminant analysis" · page 4 of 10 · ranked by relevance
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- nm000165
MUniverse Grison et al 2025
EMG Zarr verified…rest in between, consisting of linear ramps up and down performed at…
- Participants
- 1
- Size
- 2.68 GB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000199
Learning from label proportions for a visual matrix speller (ERP)
EEGThis dataset comprises event-related potential (ERP) recordings from 13 healthy subjects performing a visual matrix speller task using a calibrationless brain-computer interface approach. The study introduces learning from label proportions (LLP), an unsupervised classification method that exploits known target/non-target stimulus ratios to enable online BCI operation without prior calibration. Subjects performed copy-spelling tasks using a 6×7 character grid across three sessions, achieving 84.5% character accuracy without labeled training data.
- Participants
- 13
- Channels
- 31 (10-10)
- Citations
- 46
- HED
- v8.4.0
- Size
- 5.15 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000172
High-gamma dataset described in Schirrmeister et al. 2017
EEG Zarr verified…electroencephalography, EEG analysis, machine learning, end-to-end learning, brain-machine interface…
- Participants
- 14
- Channels
- 128 (10-05)
- Citations
- 76
- HED
- v8.4.0
- Size
- 31.3 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000189
BNCI 2015-003 P300 dataset
EEG…LDA, linear binary classifier - **Feature extraction**: spatio-temporal features, r2 coefficient, interval…
- Participants
- 10
- Channels
- 8 (10-10)
- Citations
- 81
- HED
- v8.4.0
- Size
- 74.4 MB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000155
MUniverse Caillet et al 2023
EMG Zarr verified…rest in between, consisting of linear ramps up and down performed at…
- Participants
- 6
- Size
- 448 MB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000209
Motor imagery + spatial attention dataset from Forenzo & He 2023
EEG…Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal…
- Participants
- 25
- Channels
- 64 (10-10)
- Citations
- 22
- HED
- v8.4.0
- Size
- 184 GB
- Version
- v1.0.4
- Updated
- Aug 20, 2026
- nm000105
FRL Discrete Gestures: Hand Gesture Recognition from Surface Electromyography
EMG Zarr verifiedNEMAR Dataset nm000105: discrete_gestures - Discrete hand gesture detection from EMG
- Participants
- 100
- Size
- 20.6 GB
- Version
- v2.0.0
- Updated
- Jul 10, 2026
- on004370
PRIOS
iEEG…the Freesurfer surface based non-linear transformation. We note that this surface…
- Participants
- 7
- Size
- 27.6 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on002158
Disentangling the origins of confidence in speeded perceptual judgments through multimodal imaging
ANAT EEG FMAP FUNC…FMRI PREPROCESSING We modeled the BOLD signal using a general linear model…
- Participants
- 20
- Size
- 429 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026