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 …

Brain-machine interfaces: from basic science to neuroprostheses and neurorehabilitation

MA Lebedev, MAL Nicolelis - Physiological reviews, 2017 - journals.physiology.org
Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …

[HTML][HTML] Progress in brain computer interface: Challenges and opportunities

S Saha, KA Mamun, K Ahmed, R Mostafa… - Frontiers in systems …, 2021 - frontiersin.org
Brain computer interfaces (BCI) provide a direct communication link between the brain and a
computer or other external devices. They offer an extended degree of freedom either by …

[HTML][HTML] Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application

MA Khan, R Das, HK Iversen… - Computers in biology and …, 2020 - Elsevier
Strokes are a growing cause of mortality and many stroke survivors suffer from motor
impairment as well as other types of disabilities in their daily life activities. To treat these …

[HTML][HTML] Hybrid brain–computer interface techniques for improved classification accuracy and increased number of commands: a review

KS Hong, MJ Khan - Frontiers in neurorobotics, 2017 - frontiersin.org
In this paper, hybrid brain-computer interface (hBCI) technologies for improving
classification accuracy and increasing the number of commands are reviewed. Hybridization …

Performance variation in motor imagery brain–computer interface: a brief review

M Ahn, SC Jun - Journal of neuroscience methods, 2015 - Elsevier
Brain–computer interface (BCI) technology has attracted significant attention over recent
decades, and has made remarkable progress. However, BCI still faces a critical hurdle, in …

EEG-based brain-controlled mobile robots: a survey

L Bi, XA Fan, Y Liu - IEEE transactions on human-machine …, 2013 - ieeexplore.ieee.org
EEG-based brain-controlled mobile robots can serve as powerful aids for severely disabled
people in their daily life, especially to help them move voluntarily. In this paper, we provide a …

A hybrid BCI system combining P300 and SSVEP and its application to wheelchair control

Y Li, J Pan, F Wang, Z Yu - IEEE Transactions on Biomedical …, 2013 - ieeexplore.ieee.org
In this paper, a hybrid brain-computer interface (BCI) system combining P300 and steady-
state visual evoked potential (SSVEP) is proposed to improve the performance of …

Combining brain–computer interfaces and assistive technologies: state-of-the-art and challenges

JR Millán, R Rupp, GR Müller-Putz… - Frontiers in …, 2010 - frontiersin.org
In recent years, new research has brought the field of electroencephalogram (EEG)-based
brain–computer interfacing (BCI) out of its infancy and into a phase of relative maturity …

EEG-based BCI and video games: a progress report

B Kerous, F Skola, F Liarokapis - Virtual Reality, 2018 - Springer
This paper presents a systematic review of electroencephalography (EEG)-based brain–
computer interfaces (BCIs) used in the video games, a vibrant field of research that touches …