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Asynchronous SSVEP, control and non-control states

YSU asynchronous SSVEP-BCI dataset: EEG decoding results

EEG dataset for studying asynchronous SSVEP-based brain-computer interfaces, with 24 participants, released by Zhao et al. (Yanshan University, Qinhuangdao) on figshare (24906300, CC BY 4.0; first posted 2023, revision 3 in 2024) and described in Brain-Apparatus Communication 3(1) (2024).

Also known as YSU-an EEG dataset for studying asynchronous SSVEP-BCI · figshare 24906300 · An EEG dataset for studying asynchronous steady-state visual evoked potential (SSVEP) based brain computer interfaces

Description sources figshare.com · doi.org

Where it appears

Published results

Every figure below is copied from a reviewed download, not recomputed for this page. Read each group with its protocol on the linked page.

When not to act · control and non-control windows

Read with its protocol: When not to act · context-update.json

MethodConditionMetricValuePeople
Fixed CCA with rejectionCommand intendedFrequency recognised152 / 1924
Fixed CCA with rejectionCommand intendedAccepted (coverage)130 / 1924
Fixed CCA with rejectionCommand intendedAccepted and correct121 / 1924
Fixed CCA with rejectionNo command · central image, flicker offAccepted by mistake (per window)9 / 484
Fixed CCA with rejectionNo command · looking at a white wall, restingAccepted by mistake (per window)20 / 484
Fixed CCA with rejectionNo command · central image while the surrounding stimuli flickerAccepted by mistake (per window)11 / 964

Source and licence

YSU asynchronous SSVEP-BCI dataset

Credit Jing Zhao, Qian Zhang, Xinrui Wang, Xueshuo Liu, Jiaxin Li, Fengjie Fan, Zhenhu Liang and Xiaoli Li · An EEG dataset for studying asynchronous steady-state visual evoked potential (SSVEP) based brain computer interfaces, Brain-Apparatus Communication 3(1) (2024), doi:10.1080/27706710.2024.2418650; data at doi:10.6084/m9.figshare.24906300.v3.

CC-BY-4.0 ↗ · Dataset record ↗

BCI Report does not redistribute any recording. These are aggregate measurements computed by BCI Report under the licence above; the data belong to the people credited.

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