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Noncontact brain-computer interface based on steady-state pupil light reflex using independent bilateral eyes stimulation 10781700 中谷, 真太朗 ナカタニ, シンタロウ Nakatani, Shintaro Sato, Ariki (C) 2021 IEEE Steady-state visual evoked potential (SSVEP), which uses blinking light stimulation to estimate the attending target, has been known as a communication technique with severe motor disabilities such as ALS and Locked-in-syndrome. Recently, it was reported that pupil diameter vibration based on pupillary light reflex has been observed in the attending target with a constant blinking frequency. This fact suggests the possibility of a noncontact BCI using pupillometers as alternatives to contacting scalp electrodes. In this study, we show an increment in the number of communication channels by stimulating both eyes alone or in combination with different frequencies. The number of selective targets becomes twice the number of frequencies using this method. Experiments are conducted by recruiting three healthy participants. We prepare six target patterns comprising three frequencies and detect the target using a coefficient of correlation of power spectrum between the pupil diameter and stimulus signal. Consequently, the average classification accuracy of the three participants of approximately 83.4% is achieved. The findings of this study demonstrate the feasibility of noncontact BCI systems. IEEE 2021 eng conference paper AM https://repository.lib.tottori-u.ac.jp/records/7050 10.1109/smc52423.2021.9658602 Sato Ariki, Nakatani Shintaro. Noncontact brain-computer interface based on steady-state pupil light reflex using independent bilateral eyes stimulation. 2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC). 2021. 3386-3390. doi:10.11 1062922X 2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 3386 3390 https://repository.lib.tottori-u.ac.jp/record/7050/files/2021ieeesmc_3386.pdf application/pdf 685.3 kB 2023-03-17