@inproceedings{a43160079307426ebfeea25cf45b486d,
title = "An online top-down SSVEP-BMI for augmented reality",
abstract = "Augmented reality (AR) technology using a head mounted display (HMD) is one of the fundamental tools in the next smart internet of things (IoT) society. Nowadays, portable brain-machine interfaces (BMIs) using an HMD have been studied for the future of BMI interlocked with the present IoT technology. In order to investigate the feasibility of the top-down SSVEP (steady-state visual evoked potential) BMI embedded in an HMD, SSVEP stimuli was presented in a HoloLens (Microsoft) for augmented reality (AR) constructed by holography. Electroencephalogram (EEG) was measured during the top-down SSVEP-based BMI performance, where a grid-shaped flickering visual stimulus was presented in the display of HoloLens. We examined its feasibility in a real-Time basis by its decoding accuracy. We found that the top-down SSVEP-BMI could be efficiently embedded in an AR-based HMD, and thus it can be applied for the AR-based device-control automation in an IoT space using EEG signals.",
keywords = "AR, Augmented Reality, BCI, BMI, EEG, HoloLens, SSVEP, top-down",
author = "Kim, {Ji Wan} and Kim, {Maeng Nam} and Kang, {Dong Hyeon} and Ahn, {Min Hee} and Kim, {Hyun Seok} and Min, {Byoung Kyong}",
note = "Funding Information: This work was supported by Korea University Future Research Grant, the Basic Science Research Program (grant number 2018R1A2B6004084 to B.K.M.), the ICT R&D program of MSIP/Institute for Information & Communications Technology Promotion (IITP; grant number 2017-0-00432 to B.K.M.), the Convergent Technology R&D Program for Human Augmentation (grant number 2018M3C1B8017514 to B.K.M.), and the Information Technology Research Center (ITRC) support program (grant number IITP-2018-2016-0-00464 to B.K.M.)usrvipsed by teheITIP,hwch aireufd by nde the Korean government (MSIT) through the National Research Foundation of Korea. The authors declare no conflicts of interest. Publisher Copyright: {\textcopyright} 2019 IEEE.; 7th International Winter Conference on Brain-Computer Interface, BCI 2019 ; Conference date: 18-02-2019 Through 20-02-2019",
year = "2019",
month = feb,
doi = "10.1109/IWW-BCI.2019.8737348",
language = "English",
series = "7th International Winter Conference on Brain-Computer Interface, BCI 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "7th International Winter Conference on Brain-Computer Interface, BCI 2019",
}