nm000231
P300 dataset from Hoffmann et al 2008
EEG
…Brain–computer interface, P300, Disabled subjects, Fisher's linear discriminant analysis, Bayesian…
- Participants
- 8
- Citations
- 82
- HED
- v8.4.0
- Size
- 1.94 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
Discover datasets
100 results for "linear discriminant analysis" · page 1 of 10 · ranked by relevance
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- nm000207
Kojima et al. 2024 (Dataset B) — Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing
EEG…Linear Discriminant Analysis (LDA), shrinkage-LDA - **Feature extraction**: mean amplitudes in 10…
- Participants
- 15
- Channels
- 64 (10-10)
- Citations
- 4
- HED
- v8.4.0
- Size
- 13.9 GB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
- nm000171
BNCI 2014-002 Motor Imagery dataset
EEG…brain-computer interfaces, machine learning, random forests, regularized linear discriminant analysis, sensorimotor…
- Participants
- 14
- Channels
- 15 (other)
- Citations
- 89
- HED
- v8.4.0
- Size
- 553 MB
- Version
- vv1.0.2
- Updated
- Jul 10, 2026
- nm000250
Dreyer et al. 2023 — A large EEG database with users' profile information for motor imagery brain-computer interface research
EEG…of spatial filters, and Linear Discriminant Analysis (LDA) classifier trained on calibration…
- Participants
- 87
- Channels
- 27 (10-10)
- Citations
- 35
- HED
- v8.4.0
- Size
- 8.83 GB
- Version
- vv1.0.2
- Updated
- Jul 10, 2026
- on004598
LFP during linear track in 6-month old TgF344-AD rats
EEG[
- Size
- 26.7 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000162
BNCI 2025-001 Motor Kinematics Reaching dataset
EEG…sLDA (shrinkage Linear Discriminant Analysis) - **Feature extraction**: Low-frequency EEG (0.3…
- Participants
- 20
- Channels
- 67 (10-05)
- Citations
- 3
- HED
- v8.4.0
- Size
- 15.0 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000203
P300 dataset from initial spot study
EEG…performance of a regularized linear discriminant analysis. ## Methodology The experiment was divided…
- Participants
- 13
- Citations
- 2
- HED
- v8.4.0
- Size
- 2.82 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000190
BNCI 2015-012 PASS2D P300 dataset
EEG…FDA, Fisher discriminant analysis - **Feature extraction**: mean amplitude in discriminative intervals - **Spatial…
- Participants
- 10
- Channels
- 63 (10-10)
- Citations
- 84
- HED
- v8.4.0
- Size
- 2.16 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026
- nm000268
Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification
EEG…Dataset validated using baseline signal analysis showing hybrid approach enhances discrimination of…
- Participants
- 29
- Channels
- 30 (10-05)
- Citations
- 94
- HED
- v8.4.0
- Size
- 1.87 GB
- Version
- vv1.0.1
- Updated
- Jul 10, 2026
- nm000161
BNCI 2024-001 Handwritten Character Classification dataset
EEG…Shrinkage Linear Discriminant Analysis (sLDA), EEGNet CNN - **Feature extraction**: low-frequency EEG…
- Participants
- 20
- Channels
- 60 (10-10)
- Citations
- 12
- HED
- v8.4.0
- Size
- 10.2 GB
- Version
- vv1.0.0
- Updated
- Jul 10, 2026