Brain-computer interface enhanced by virtual reality training for controlling a lower limb exoskeleton

L Ferrero, V Quiles, M Ortiz, E Iáñez, Á Gil-Agudo… - Iscience, 2023 - cell.com
This study explores the use of a brain-computer interface (BCI) based on motor imagery (MI)
for the control of a lower limb exoskeleton to aid in motor recovery after a neural injury. The …

Multi-subject unsupervised transfer with weighted subspace alignment for common spatial patterns

Z Chen, M Mousavi, VR de Sa - 2022 10th International Winter …, 2022 - ieeexplore.ieee.org
Motor imagery classification is known to be highly user dependent. Subspace alignment has
been somewhat successful in allowing for unsupervised transfer from one training user to a …

Spectrally adaptive common spatial patterns

M Mousavi, E Lybrand, S Feng, S Tang, R Saab… - arxiv preprint arxiv …, 2022 - arxiv.org
The method of Common Spatial Patterns (CSP) is widely used for feature extraction of
electroencephalography (EEG) data, such as in motor imagery brain-computer interface …