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Highly Interactive Brain–Computer Interface Based on Flicker-Free Steady-State Motion Visual Evoked Potential #70

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@jinglescode

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@jinglescode

Paper

Link: https://www.nature.com/articles/s41598-018-24008-8
Year: 2018

Summary

  • hypothesis is that the motion checkerboard stimulation method would keep uniform brightness at all local areas that delivered pure motion stimuli and that motion blur would be further reduced with a high-refresh-rate display to elicit SSMVEPs with a single frequency

Contributions and Distinctions from Previous Works

  • continuous high-intensity contrast changes are very uncomfortable and unfriendly to users and will cause visual fatigue easily

Methods

  • ring-shaped motion checkerboard patterns with oscillating expansion and contraction motions

Results

  • evoked “single fundamental peak” responses after signal processing without harmonic and subharmonic peaks - more stimulation frequencies could thus be selected to elicit more responding fundamental peaks without overlap with harmonic peaks
  • response amplitude reached the highest when the stimulation frequency was 7 Hz to 13 Hz and then dropped as the stimulation frequency increased or decreased
  • each trial lasted 2–3.5 s, including 0.5 s for gaze shifting, average 94% accuracy with CCA
  • stimulation of FF-SSMVEPs was much more comfortable than the stimulation of SSVEPs, mainly because they did not feel any eye irritation, good performance for a long period of time
  • SSMVEP paradigm remained stable when the contrast of the stimulus changed. In contrast, SSVEPs can be significantly affected by ambient light: the depth of contrast modulation of stimulation targets decreases when the luminance of ambient light increases.

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