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96 results for "classification" · page 8 of 10 · ranked by relevance

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nm000113
2020 BCI competition, track 3

EEG

…learning approaches to imagined speech classification. ## Overview of the experiment Participants performed…

Participants

15

Channels

64 (10-10)

Size

585 MB

Version

v1.0.0

Updated

Jul 10, 2026

by Seong-Whan Lee et al.
nm000348
Yang et al. 2025 — A multi-day and high-quality EEG dataset for motor imagery brain-computer interface

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000348-blue…

Participants

51

Channels

59 (10-10)

Citations

34

HED

v8.4.0

Size

154 GB

Version

v1.0.5

Updated

Aug 18, 2026

by Banghua Yang et al.
nm000141
Motor execution dataset from Wairagkar et al 2018

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000141-blue…

Participants

14

Channels

19 (10-20)

Citations

9

HED

v8.4.0

Size

1.23 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Maitreyee Wairagkar et al.
nm000145
Munich Motor Imagery dataset

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000145-blue…

Participants

10

Channels

128 (other)

Citations

74

HED

v8.4.0

Size

5.49 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Moritz Grosse-Wentrup et al.
nm000140
BNCI 2015-001 Motor Imagery dataset

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000140-blue…

Participants

12

Channels

13 (10-10)

Citations

95

HED

v8.4.0

Size

2.83 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Josef Faller et al.
nm000231
P300 dataset from Hoffmann et al 2008

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000231-blue…

Participants

8

Channels

32 (10-10)

Citations

82

HED

v8.4.0

Size

4.08 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Ulrich Hoffmann et al.
nm000152
Upper-limb elbow-centered motor imagery dataset (10 classes)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000152-blue…

Participants

12

Channels

17 (other)

Citations

13

HED

v8.4.0

Size

4.18 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Xin Zhang et al.
on004504
A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects

EEG

…jaw artifacts” by the automatic classification routine “ICLabel” in the EEGLAB platform…

Participants

88

Channels

19 (10-20)

Citations

232

Size

5.38 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Andreas Miltiadous et al. OpenNeuro ds004504
nm000169
BNCI 2014-008 P300 dataset (ALS patients)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000169-blue…

Participants

8

Channels

8 (10-10)

Citations

88

HED

v8.4.0

Size

241 MB

Version

v1.0.2

Updated

Aug 18, 2026

by Angela Riccio et al.
nm000198
BNCI 2015-008 Center Speller P300 dataset

EEG

…For online classification: downsampled to 100 Hz, no software filter applied. Baseline…

Participants

13

Channels

63 (10-05)

Citations

81

HED

v8.4.0

Size

9.27 GB

Version

v1.0.2

Updated

Aug 18, 2026

by M S Treder et al.