A comprehensive evaluation framework for consumer-grade EEG devices: signal quality, robustness, and usability.

Lee Y, Gwon D, Kim K, Park S, Sohn S, Choi M, Choi M, Bae JH, Ahn M

DOI: 10.1038/s41598-026-39056-8
Published: 2026 Feb 11
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-39056-8,
  title = {A comprehensive evaluation framework for consumer-grade EEG devices: signal quality, robustness, and usability.},
  author = {Lee Y and Gwon D and Kim K and Park S and Sohn S and Choi M and Choi M and Bae JH and Ahn M},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-39056-8},
  url = {https://doi.org/10.1038/s41598-026-39056-8}
}

RIS

TY  - JOUR
TI  - A comprehensive evaluation framework for consumer-grade EEG devices: signal quality, robustness, and usability.
AU  - Lee Y
AU  - Gwon D
AU  - Kim K
AU  - Park S
AU  - Sohn S
AU  - Choi M
AU  - Choi M
AU  - Bae JH
AU  - Ahn M
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-39056-8
UR  - https://doi.org/10.1038/s41598-026-39056-8
ER  -

APA

Y, L., D, G., K, K., S, P., S, S., M, C., M, C., JH, B., & M, A. (2026). A comprehensive evaluation framework for consumer-grade EEG devices: signal quality, robustness, and usability.. Scientific reports. https://doi.org/10.1038/s41598-026-39056-8

Source records

pubmed · retrieved 2026-09-26T03:53:50.476Z