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100 results for "classification" · page 10 of 10 · ranked by relevance

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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.
on005557
Free Recall with Closed-Loop Stimulation at Encoding (Encoding Classifier)

BEH iEEG

…sample AUC distribution generated from classification of label-permuted data. p < 0…

Participants

18

Size

34.7 GB

Version

v1.0.0

Updated

Aug 19, 2026

by Haydn G. Herrema et al. OpenNeuro ds005557
on006036
A complementary dataset of open-eyes EEG recordings in a photo-stimulation setting 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

37

Size

2.11 GB

Version

v1.0.0

Updated

Aug 19, 2026

by Aimilia Ntetska et al. OpenNeuro ds006036
nm000329
Brandl et al. 2020 — Motor Imagery Under Distraction: An Open Access BCI Dataset

EEG

…Online classification used CSP with LDA. EEG recorded at 1000 Hz with…

Participants

16

Channels

63 (10-05)

Citations

13

HED

v8.4.0

Size

72.1 GB

Version

v1.0.7

Updated

Aug 18, 2026

by Stephanie Brandl et al.
nm000112
FACED - Finer-grained Affective Computing EEG Dataset

EEG Zarr verified

…positive/negative/neutral classification - video_index: 1–28 - Self-reported ratings (Joy…

Participants

123

Channels

32 (10-10)

Citations

97

Size

31.4 GB

Version

v1.1.3

Updated

Jul 10, 2026

by Yisi Liu et al.
nm000219
BNCI 2020-002 Attention Shift (Covert Spatial Attention) dataset

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000219-blue…

Participants

18

Channels

30 (10-10)

Citations

26

HED

v8.4.0

Size

1.82 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Christoph Reichert et al.
nm000212
BNCI 2015-007 Motion VEP (mVEP) Speller dataset

EEG

…music using single-trial EEG classification. Journal of Neural Engineering, 11(2…

Participants

16

Channels

63 (10-10)

Citations

44

HED

v8.4.0

Size

3.79 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Sulamith Schaeff et al.
nm000104
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography

EMG Zarr unverifiable

…Connectionist Temporal Classification (CTC) **Language model**: 6-gram modified Kneser-Ney (trained…

Participants

108

Citations

1

Size

223 GB

Version

v2.0.0

Updated

Jul 10, 2026

by Viswanath Sivakumar et al.
nm000135
BNCI 2014-004 Motor Imagery dataset

EEG Zarr verified

…It is widely used for binary motor imagery classification tasks. See Also…

Participants

1

Channels

3 (10-20)

Citations

83

HED

v8.4.0

Size

478 MB

Version

v1.0.2

Updated

Aug 18, 2026

by R. Leeb et al.
nm000162
BNCI 2025-001 Motor Kinematics Reaching dataset

EEG Zarr verified

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000162-blue…

Participants

20

Channels

67 (10-05)

Citations

3

HED

v8.4.0

Size

15.4 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Nitikorn Srisrisawang et al.