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 …

Summary of over fifty years with brain-computer interfaces—a review

A Kawala-Sterniuk, N Browarska, A Al-Bakri, M Pelc… - Brain Sciences, 2021 - mdpi.com
Over the last few decades, the Brain-Computer Interfaces have been gradually making their
way to the epicenter of scientific interest. Many scientists from all around the world have …

[HTML][HTML] Brain computer interfaces, a review

LF Nicolas-Alonso, J Gomez-Gil - sensors, 2012 - mdpi.com
A brain-computer interface (BCI) is a hardware and software communications system that
permits cerebral activity alone to control computers or external devices. The immediate goal …

Brain–computer interfaces using sensorimotor rhythms: current state and future perspectives

H Yuan, B He - IEEE Transactions on Biomedical Engineering, 2014 - ieeexplore.ieee.org
Many studies over the past two decades have shown that people can use brain signals to
convey their intent to a computer using brain-computer interfaces (BCIs). BCI systems extract …

Brain–computer interfaces for communication and control

JR Wolpaw, N Birbaumer, DJ McFarland… - Clinical …, 2002 - Elsevier
For many years people have speculated that electroencephalographic activity or other
electrophysiological measures of brain function might provide a new non-muscular channel …

Brain–machine interfaces: past, present and future

MA Lebedev, MAL Nicolelis - TRENDS in Neurosciences, 2006 - cell.com
Since the original demonstration that electrical activity generated by ensembles of cortical
neurons can be employed directly to control a robotic manipulator, research on brain …

Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces

MT Sadiq, X Yu, Z Yuan - Expert Systems with Applications, 2021 - Elsevier
Background: Analysis and classification of extensive medical data (eg
electroencephalography (EEG) signals) is a significant challenge to develop effective brain …

Brain–computer interfaces in neurological rehabilitation

JJ Daly, JR Wolpaw - The Lancet Neurology, 2008 - thelancet.com
Recent advances in analysis of brain signals, training patients to control these signals, and
improved computing capabilities have enabled people with severe motor disabilities to use …

Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans

JR Wolpaw, DJ McFarland - Proceedings of the national …, 2004 - National Acad Sciences
Brain-computer interfaces (BCIs) can provide communication and control to people who are
totally paralyzed. BCIs can use noninvasive or invasive methods for recording the brain …

Clinical applications of brain-computer interfaces: current state and future prospects

JN Mak, JR Wolpaw - IEEE reviews in biomedical engineering, 2009 - ieeexplore.ieee.org
Braincomputer interfaces (BCIs) allow their users to communicate or control external devices
using brain signals rather than the brain's normal output pathways of peripheral nerves and …