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100 results for "multi-class classification" · page 7 of 10 · ranked by relevance

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nm000199
Learning from label proportions for a visual matrix speller (ERP)

EEG

…unsupervised, and easy-to-implement classification approach for ERP-based BCIs. The…

Participants

13

Channels

31 (10-10)

Citations

46

HED

v8.4.0

Size

5.15 GB

Version

v1.0.2

Updated

Aug 18, 2026

by David Hübner et al.
on007162
Adaptive recruitment of cortex-wide recurrence for visual object recognition (EEG)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on007162-blue…

Participants

34

Channels

63 (10-10)

Citations

1

Size

61.2 GB

Version

v1.0.0

Updated

Aug 19, 2026

by [Unspecified1] et al. OpenNeuro ds007162
nm000194
BNCI 2015-010 RSVP P300 dataset

EEG

…55 channels used for classification (all except Fp1,2, AF3,4, F9…

Participants

12

Channels

63 (10-10)

Citations

95

HED

v8.4.0

Size

5.70 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Laura Acqualagna et al.
nm000244
P300 dataset BI2014a from a "Brain Invaders" experiment

EEG

…oddball - **Number of classes**: 2 - **Class labels**: Target, NonTarget - **Study design**: calibration…

Participants

64

Channels

16 (10-10)

Citations

18

HED

v8.4.0

Size

3.06 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Louis Korczowski et al.
nm000187
BigP3BCI Study N — 9x8 dry/wet electrode comparison (8 ALS subjects)

EEG

…p300 - **Number of classes**: 2 - **Class labels**: Target, NonTarget ## HED Event Annotations…

Participants

8

Channels

16 (10-10)

HED

v8.4.0

Size

1.22 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Boyla Mainsah et al.
nm000230
Lower-limb MI dataset for knee pain patients from Zuo et al. 2025

EEG

…Enhancing classification of a large lower-limb motor imagery EEG dataset for…

Participants

30

Channels

30 (10-10)

Citations

3

HED

v8.4.0

Size

19.4 GB

Version

v1.0.2

Updated

Aug 18, 2026

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

EEG

…p300 Number of classes: 2 Class labels: Target, NonTarget HED Event Annotations…

Participants

20

Channels

16 (10-10)

HED

v8.4.0

Size

1.62 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Boyla Mainsah et al.
nm000340
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study J)

EEG

…p300 Number of classes: 2 Class labels: Target, NonTarget HED Event Annotations…

Participants

20

Channels

16 (10-10)

HED

v8.4.0

Size

1.49 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Boyla Mainsah 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.
nm000313
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study S2)

EEG

…p300 Number of classes: 2 Class labels: Target, NonTarget HED Event Annotations…

Participants

24

Channels

32 (10-10)

HED

v8.4.0

Size

3.74 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Boyla Mainsah et al.