TY - JOUR
T1 - A novel monitor for practical brain-computer interface applications based on visual evoked potential
AU - Maymandi, Hamidreza
AU - Perez Benitez, Jorge Luis
AU - Gallegos-Funes, F.
AU - Perez Benitez, J. A.
N1 - Publisher Copyright:
© 2021 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2021
Y1 - 2021
N2 - This study proposes and evaluates a novel monitor for generating visual-evoked potential (VEP) for daily use brain–computer interface (BCI) applications. The backlight of a conventional monitor was replaced with a matrix panel of LEDs to take maximum advantage of both the computer monitor and LED in generating VEP. This matrix contains 32 cells working independently at an adjustable range of flickering frequencies. The software was further developed to control the number of cells as needed. Thanks to this design, the monitor can work simultaneously as a conventional monitor and as a high-frequency visual stimulator. In total, this monitor provides up to 32 targets at all ranges of frequencies. The proposed monitor exhibits high performance in generating stable high-frequency VEP(34Hz-49.5Hz). This feature allows the monitor to cope with the main deficiencies of BCI devices such as the low number of targets, low-frequency stimulation, and lack of implementing an integrated system.
AB - This study proposes and evaluates a novel monitor for generating visual-evoked potential (VEP) for daily use brain–computer interface (BCI) applications. The backlight of a conventional monitor was replaced with a matrix panel of LEDs to take maximum advantage of both the computer monitor and LED in generating VEP. This matrix contains 32 cells working independently at an adjustable range of flickering frequencies. The software was further developed to control the number of cells as needed. Thanks to this design, the monitor can work simultaneously as a conventional monitor and as a high-frequency visual stimulator. In total, this monitor provides up to 32 targets at all ranges of frequencies. The proposed monitor exhibits high performance in generating stable high-frequency VEP(34Hz-49.5Hz). This feature allows the monitor to cope with the main deficiencies of BCI devices such as the low number of targets, low-frequency stimulation, and lack of implementing an integrated system.
KW - brain–computer interfaces (BCI)
KW - code-modulated VEP (cVEP)
KW - deep learning
KW - refresh rate
KW - steady-state visual-evoked potential (SSVEP)
UR - http://www.scopus.com/inward/record.url?scp=85103565293&partnerID=8YFLogxK
U2 - 10.1080/2326263X.2021.1900032
DO - 10.1080/2326263X.2021.1900032
M3 - Artículo
AN - SCOPUS:85103565293
SN - 2326-263X
VL - 8
SP - 1
EP - 13
JO - Brain-Computer Interfaces
JF - Brain-Computer Interfaces
IS - 1-2
ER -