Towards a remote EEGfor use in robotic sensors
Niels-Ole Rohweder, Christian Rembe, Jan Gertheiss
Kapitel/Beitrag aus dem Buch: Heizmann M. & Längle T. 2020. Forum Bildverarbeitung 2020.
Kapitel/Beitrag aus dem Buch: Heizmann M. & Längle T. 2020. Forum Bildverarbeitung 2020.
Recently, it was shown that a correlation exists between
brain activity and oscillations of the pupil. As the experiment
was designed to measure exitations of the pupil for
frequencies below 1 Hz, whether such correlations also exist
on the scales of seconds and for frequencies between 5 and
40 Hz is still an open question. In this work, we design a new
experiment and measure the response of the pupil to continuous,
periodic visual and acoustic stimuli. We show that a
clear response of the pupil for flashes of 7.5Hz exists, bearing
similarity to the effect known as Steady-State Visual Evoked
Potential in neuroscience. This result can directly be used to
develop a new kind of non-contact brain-computer-interface,
using visual fixation as a trigger. Further, we evaluate the
pupil response to series of white noise clicks with a frequency
of 8 Hz, in order to assert the pupil response as due to brain
activity. First results indicate the presence of a weak signal,
showing the stimulus frequency and harmonics, bearing similarity
to the neural effect known as Auditory Steady-State
Response. Measuring brain activity remotely could provide
pathways to new kinds of sensors, in particular for collaborative
robots and general human-machine-teams, where estimates
of the mental state of the human partner are essential.
Rohweder, N et al. 2020. Towards a remote EEGfor use in robotic sensors. In: Heizmann M. & Längle T (eds.), Forum Bildverarbeitung 2020. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.58895/ksp/1000124383-18
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Veröffentlicht am 25. November 2020