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83 results for "classification" · page 5 of 9 · ranked by relevance

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nm000277
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study G)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000277-blue…

Participants

20

Channels

16 (10-10)

HED

v8.4.0

Size

327 MB

Version

v1.0.1

Updated

Jul 10, 2026

by Boyla Mainsah et al.
nm000274
BEETL Competition 2021 Motor Imagery Dataset B — transfer learning benchmark

EEG

…adaptation algorithms for motor imagery classification. ## Dataset Summary | Property | Value | |---|---| | Subjects | 2…

Participants

2

Channels

32 (10-10)

HED

v8.4.0

Size

31.3 MB

Updated

Jul 10, 2026

by Xiaoxi Wei et al.
nm000203
P300 dataset from initial spot study

EEG

…asynchrony (SOA)—that maximizes the classification performance of a regularized linear discriminant…

Participants

13

Citations

2

HED

v8.4.0

Size

2.82 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Jan Sosulski et al.
nm000106
FRL Handwriting: Handwriting Decoding from Surface Electromyography

EMG

…training participants): - Offline CER: >90% classification accuracy on held-out participants - Online…

Participants

100

Size

45.3 GB

Version

v2.0.0

Updated

Jul 10, 2026

by Patrick Kaifosh et al.
on005178
Ear-EEG Sleep Monitoring 2023 (EESM23)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on005178-blue…

Participants

10

Channels

8 (10-20)

Size

88.6 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Yousef Rezaei Tabar et al. OpenNeuro ds005178
nm000266
Sosulski et al. 2019 — Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints

EEG

…asynchrony (SOA)—that maximizes the classification performance of a regularized linear discriminant…

Participants

13

Channels

31 (10-10)

Citations

2

HED

v8.4.0

Size

3.66 GB

Version

v1.0.1

Updated

Jul 10, 2026

by Jan Sosulski et al.
nm000142
Ear-EEG motor execution dataset from Wu et al 2020

EEG

…An investigation of in-ear sensing for motor task classification. Journal of…

Participants

6

Channels

122 (10-05)

Citations

10

HED

v8.4.0

Size

4.93 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Xiaoli Wu et al.
nm000223
Electric light control experiment (15 subjects, 4 classes, 31 EEG ch)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000223-blue…

Participants

15

Citations

8

HED

v8.4.0

Size

628 MB

Version

v1.0.0

Updated

Jul 10, 2026

by Jongmin Lee et al.
nm000345
CastillosBurstVEP40

EEG

…Burst c-VEP based BCI study optimizing stimulus design for enhanced classification…

Participants

12

Citations

20

HED

v8.4.0

Size

142 MB

Version

v1.0.0

Updated

Jul 10, 2026

by Kalou Cabrera Castillos et al.
nm000213
Television control experiment (30 subjects, 4 classes, 31 EEG ch)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000213-blue…

Participants

30

Citations

8

HED

v8.4.0

Size

1.40 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Jongmin Lee et al.