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100 results for "real-time BCI decoding" · page 5 of 10 · ranked by relevance

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nm000161
BNCI 2024-001 Handwritten Character Classification dataset

EEG

…Brain-computer interface (BCI), Electroencephalography (EEG), Handwriting, Continuous movement decoding, Non-invasive…

Participants

20

Channels

60 (10-10)

Citations

12

HED

v8.4.0

Size

27.0 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Markus R. Crell et al.
nm000251
He et al. 2025 — VocalMind: A Stereotactic EEG Dataset for Vocalized, Mimed, and Imagined Speech in Tonal Language

iEEG

…speech brain–computer interfaces (BCI) and neural decoding of overt and covert…

Participants

1

Citations

15

Size

1.89 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Tianyu He et al.
on004119
BCIT Basic Guard Duty

EEG

…wheel and brake / foot pedals (Real Time Technologies; Dearborn, MI); Video Refresh…

Participants

21

Channels

256 (biosemi)

Citations

25

HED

v8.0.0

Size

55.1 GB

Version

v1.0.0

Updated

Aug 19, 2026

by Jonathan Touryan (data and curation) et al. OpenNeuro ds004119
on004446
The BMI-HDEEG dataset 2

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on004446-blue…

Participants

30

Channels

129 (egi-geodesic)

Citations

10

Size

29.2 GB

Version

v1.0.0

Updated

Aug 19, 2026

by Seitaro Iwama et al. OpenNeuro ds004446
on002034
Real-time EEG feedback on alpha power lateralization leads to behavioral improvements in a covert attention task

EEG

…To be consistent with the real-time feedback runs where color represented…

Participants

14

Channels

64 (10-10)

Size

10.1 GB

Version

v1.0.0

Updated

Jul 10, 2026

by Christoph Schneider et al. OpenNeuro ds002034
nm000104
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography

EMG

…The goal is to enable keyboard-free text input by decoding typing…

Participants

108

Citations

1

Size

223 GB

Version

v2.0.0

Updated

Jul 10, 2026

by Viswanath Sivakumar et al.
on004444
The BMI-HDEEG dataset 1

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on004444-blue…

Participants

30

Channels

129 (egi-geodesic)

Citations

10

Size

48.6 GB

Version

v1.0.0

Updated

Aug 19, 2026

by Seitaro Iwama et al. OpenNeuro ds004444
nm000321
Mainsah et al. 2025 — bigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset (Study Q)

EEG

BigP3BCI Study Q is a P300-based brain-computer interface dataset comprising EEG recordings from 36 ALS subjects across 3 sessions each, using a 6x6 color intensification speller paradigm. The dataset contains 32-channel EEG data sampled at 256 Hz with standardized 10-20 electrode montage, annotated with target and non-target event labels using HED 8.4.0 schema. This derivative dataset is part of the larger BigP3BCI collection, the largest public P300 BCI dataset, and is optimized for machine learning applications in brain-computer interface research.

Participants

36

Channels

32 (10-10)

HED

v8.4.0

Size

3.70 GB

Version

v1.0.3

Updated

Aug 18, 2026

by Boyla Mainsah et al.
nm000106
FRL Handwriting: Handwriting Decoding from Surface Electromyography

EMG

…T.R., & CTRL-labs at Reality Labs. (2025). A generic non-invasive…

Participants

100

Size

45.3 GB

Version

v2.0.0

Updated

Jul 10, 2026

by Patrick Kaifosh et al.
nm000203
P300 dataset from initial spot study

EEG

…BCI protocol typically are chosen according to the literature. The decoding performance…

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.