Characterizing the stimulation interference in electroencephalographic signals during brain-computer interface-controlled functional electrical stimulation therapy.

Lazar I Jovanovic Milos R Popovic Cesar Marquez-Chin

Published in: Artificial organs (2021)

Band-pass filters, used to isolate EEG frequency bands for BCI application, were also effective in reducing stimulation interference. In addition, we provide a general algorithm that can be used in future studies to estimate the frequencies of FES interference as a function of the selected stimulation pulse frequency, FSTIM , and the EEG sampling rate, FS .

Keyphrases

resting state
functional connectivity
deep learning
working memory
blood pressure
machine learning
spinal cord injury
stem cells
mesenchymal stem cells
high density
blood brain barrier
case control
subarachnoid hemorrhage