Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states

AE Hramov, VA Maksimenko, AN Pisarchik - Physics Reports, 2021 - Elsevier
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …

BCI for stroke rehabilitation: motor and beyond

R Mane, T Chouhan, C Guan - Journal of neural engineering, 2020 - iopscience.iop.org
Stroke is one of the leading causes of long-term disability among adults and contributes to
major socio-economic burden globally. Stroke frequently results in multifaceted impairments …

Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke

A Biasiucci, R Leeb, I Iturrate, S Perdikis… - Nature …, 2018 - nature.com
Brain-computer interfaces (BCI) are used in stroke rehabilitation to translate brain signals
into intended movements of the paralyzed limb. However, the efficacy and mechanisms of …

FBCNet: A multi-view convolutional neural network for brain-computer interface

R Mane, E Chew, K Chua, KK Ang, N Robinson… - ar** rapidly. A number
of new randomized controlled trials (RCTs) have investigated the effects of robot-assisted …