Temporal and Spatial Parameters Dynamics of SSVEP During Long-Term Low-Frequency LED-Stimulation: Pilot Study

Динамика временных и пространственных параметров SSVEP при длительной низкочастотной светодиодной стимуляции: пилотное исследование
I. A. Minenko, Victoria Popova, Alexander Dmitriev
2021-05-13

SSVEPalpha-rhythm comparisoncommon spatial pattern filteringflash stimulation (50 s, 100 s)habituationlong-term low-frequency LED stimulationstability of BCIsteady-state visual evoked potentialstime-frequency amplitude burststopographic distribution (parietal and central regions)
Brain-computer interface technology is becoming increasingly common. However, there is a problem of stability of such systems during long-term use. The most stable highspeed interfaces include steady-state visual evoked potential interfaces. However, despite the relative stability of the interfaces, they are affected by the habituation effect and, on the other hand, by the steady-state visual evoked potentials amplification. This study proposes to evaluate the steady-state visual evoked potentials amplitude dynamics during prolonged stimulation with a flash pattern of 50 s or 100 s with frequencies of 9, 11, 13, and 15 Hz on healthy subjects. Based on the results obtained, it was concluded that there was no pronounced enhancement or suppression of steady-state visual evoked potentials relative to the alpha-rhythm over time. However, the graphs in the time-frequency area shows the steady-state visual evoked potentials amplitude bursts at short intervals of time. Topographic maps of the steady-state visual evoked potentials distribution on the scalp surface show the activity occurring in the parietal and central regions at different times. The application of the steady-state visual evoked potentials sources spatial separation method using common spatial pattern filtering is also demonstrated.
1
Prolonged low-frequency LED stimulation (50 s or 100 s at 9, 11, 13, 15 Hz) produced no pronounced overall enhancement or suppression of SSVEP amplitude relative to the alpha rhythm over time.
2
The study demonstrates application of SSVEP source spatial separation using common spatial pattern (CSP) filtering for these prolonged stimulation conditions.
3
Time-frequency analysis revealed intermittent short-interval bursts of increased SSVEP amplitude during prolonged stimulation.
4
Topographic maps showed SSVEP activity appearing in parietal and central scalp regions at different times during stimulation.

steady-state visual evoked potentials (SSVEP) elicited by low-frequency LED flash stimulation in healthy human subjects

temporal and spatial dynamics of SSVEP amplitude during prolonged (50 s and 100 s) low-frequency (9, 11, 13, 15 Hz) LED stimulation, including short-interval amplitude bursts, scalp topography (parietal and central activity), and source separation via common spatial pattern filtering

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2021-05-13
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I. A. Minenko
Victoria Popova
Alexander Dmitriev
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