Combined EEG-fNIRS Decoding of Motor Attempt and Imagery for Brain Switch Control: An Offline Study in Patients With Tetraplegia

Combined EEG-fNIRS Decoding of Motor Attempt and Imagery for Brain Switch Control: An Offline Study in Patients With Tetraplegia

This study attests the benefice of using both EEG and fNIRS features for classification as compared to using the single-modality EEG classifier,  for attempted movement and for imagined movement. A combined EEG-fNIRS system might be especially beneficial for users who lack sufficient control of current EEG-based brain switches.

Authors: Yvonne Blokland, Loukianos Spyrou, Dick Thijssen, Thijs Eijsvogels, Willy Colier, Marianne Floor-Westerdijk, Rutger Vlek, Jörgen Bruhn and Jason Farquhar (Netherlands)

PDF: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6678785

Article posté le 29/07/2020