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nm000130
Liu2022 – eldBETA SSVEP benchmark dataset for elderly population

EEG Zarr

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000130-blue…

Participants

100

Channels

64 (10-10)

Citations

28

HED

v8.4.0

Size

34.8 GB

Version

v1.0.4

Updated

Oct 8, 2026

by Bingchuan Liu et al.
nm000167
Motor imagery dataset from Ma et al. 2020

EEG Zarr

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000167-blue…

Participants

25

Channels

62 (10-10)

Citations

51

HED

v8.4.0

Size

53.8 GB

Version

v1.0.2

Updated

Aug 18, 2026

by Xuelin Ma et al.
nm000199
Learning from label proportions for a visual matrix speller (ERP)

EEG Zarr

…mean amplitude per time interval - **Frequency bands**: analyzed=[0.5, 8.0…

Participants

13

Channels

31 (10-10)

Citations

46

HED

v8.4.0

Size

5.15 GB

Version

v1.0.3

Updated

Oct 8, 2026

by David Hübner et al.
nm000325
Wang2025: Four-class motor imagery dataset (ZJU-MI-EEG / MI4)

EEG

…Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding. IEEE…

Participants

15

Channels

62 (10-10)

HED

v8.4.0

Size

5.33 GB

Version

v1.0.0

Updated

Oct 8, 2026

by Jiaheng Wang et al.
nm000192
BNCI 2015-006 Music BCI dataset

EEG Zarr

…spatio-temporal features, voltage averaging in time windows - **Frequency bands**: alpha=[8…

Participants

11

Channels

64 (10-10)

Citations

83

HED

v8.4.0

Size

11.8 GB

Version

v1.0.3

Updated

Oct 8, 2026

by M S Treder et al.
nm000346
Castillos et al. 2023, m-sequence c-VEP, 100% amplitude depth: Burst c-VEP Based BCI: Optimizing stimulus design for enhanced classification with minimal calibration data and improved user experience

EEG Zarr

…48.7 bits/min Selection Time S: 1.5 Cnn Training Time…

Participants

12

Channels

32 (10-10)

Citations

18

HED

v8.4.0

Size

352 MB

Version

v1.0.3

Updated

Oct 8, 2026

by Kalou Cabrera Castillos et al.
nm000356
Bellier et al. 2023 Pink Floyd music listening ECoG: authors' high-frequency activity (HFA, 70-150 Hz) for 29 patients

iEEG

…Time 0 of every file is song onset; the HFA and the…

Participants

29

Size

568 MB

Version

v1.0.0

Updated

Oct 8, 2026

by Ludovic Bellier et al.
nm000315
Shin2022: Closed-loop 1D left/right motor imagery EEG dataset (live recordings)

EEG

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000315-blue…

Participants

10

Channels

16 (other)

HED

v8.4.0

Size

879 MB

Version

v1.0.0

Updated

Oct 8, 2026

by Hyonyoung Shin et al.
nm000308
NeuroTUMBCI2025: Motor imagery dataset from the neuroTUM 2024 Cybathlon BCI

EEG

…Improving motor imagery decoding methods for an EEG-based mobile brain-computer…

Participants

2

Channels

24 (10-10)

HED

v8.4.0

Size

408 MB

Version

v1.0.0

Updated

Oct 8, 2026

by Isabel W. Tscherniak et al.
nm000212
BNCI 2015-007 Motion VEP (mVEP) Speller dataset

EEG Zarr

…Sturm, I., & Blankertz, B. (2012). Decoding auditory attention to instruments in polyphonic…

Participants

16

Channels

63 (10-10)

Citations

46

HED

v8.4.0

Size

3.79 GB

Version

v1.0.3

Updated

Oct 8, 2026

by Sulamith Schaeff et al.