A comprehensive review of EEG-based brain–computer interface paradigms

R Abiri, S Borhani, EW Sellers, Y Jiang… - Journal of neural …, 2019 - iopscience.iop.org
Advances in brain science and computer technology in the past decade have led to exciting
developments in brain–computer interface (BCI), thereby making BCI a top research area in …

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 …

Data analytics in steady-state visual evoked potential-based brain–computer interface: A review

Y Zhang, SQ **e, H Wang, Z Zhang - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Electroencephalograph (EEG) has been widely applied for brain-computer interface (BCI)
which enables paralyzed people to directly communicate with and control external devices …

Brain–computer interface games based on consumer-grade EEG Devices: A systematic literature review

GAM Vasiljevic, LC De Miranda - International Journal of Human …, 2020 - Taylor & Francis
ABSTRACT Brain–Computer Interfaces (BCIs) are specialized systems that allow users to
control computer applications using their brain waves. With the advent of consumer-grade …

Brain-computer interfaces: Definitions and principles

JR Wolpaw, JDR Millan, NF Ramsey - Handbook of clinical neurology, 2020 - Elsevier
Throughout life, the central nervous system (CNS) interacts with the world and with the body
by activating muscles and excreting hormones. In contrast, brain-computer interfaces (BCIs) …

Mind the gap: State-of-the-art technologies and applications for EEG-based brain–computer interfaces

R Portillo-Lara, B Tahirbegi, CAR Chapman… - APL …, 2021 - pubs.aip.org
Brain–computer interfaces (BCIs) provide bidirectional communication between the brain
and output devices that translate user intent into function. Among the different brain imaging …

Developments in the human machine interface technologies and their applications: a review

HP Singh, P Kumar - Journal of medical engineering & technology, 2021 - Taylor & Francis
Human-machine interface (HMI) techniques use bioelectrical signals to gain real-time
synchronised communication between the human body and machine functioning. HMI …

Brain-to-brain neural synchrony during social interactions: a systematic review on hyperscanning studies

CS Nam, S Choo, J Huang, J Park - Applied Sciences, 2020 - mdpi.com
Featured Application Hyperscanning can be applied to measure and quantify brain activity
from two or more people simultaneously, which allows one to assess the neurophysiological …

Brain-computer interfaces for children with complex communication needs and limited mobility: a systematic review

S Orlandi, SC House, P Karlsson, R Saab… - Frontiers in Human …, 2021 - frontiersin.org
Brain-computer interfaces (BCIs) represent a new frontier in the effort to maximize the ability
of individuals with profound motor impairments to interact and communicate. While much …

Brain-computer interfaces in neurologic rehabilitation practice

F Pichiorri, D Mattia - Handbook of clinical neurology, 2020 - Elsevier
The brain-computer interfaces (BCIs) for neurologic rehabilitation are based on the
assumption that by retraining the brain to specific activities, an ultimate improvement of …