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 …

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 …

Flexible electrodes for brain–computer interface system

J Wang, T Wang, H Liu, K Wang, K Moses… - Advanced …, 2023 - Wiley Online Library
Brain–computer interface (BCI) has been the subject of extensive research recently.
Governments and companies have substantially invested in relevant research and …

Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework

MT Sadiq, MZ Aziz, A Almogren, A Yousaf… - Computers in Biology …, 2022 - Elsevier
Identifying motor and mental imagery electroencephalography (EEG) signals is imperative to
realizing automated, robust brain-computer interface (BCI) systems. In the present study, we …

Multisensory brain mechanisms of bodily self-consciousness

O Blanke - Nature Reviews Neuroscience, 2012 - nature.com
Recent research has linked bodily self-consciousness to the processing and integration of
multisensory bodily signals in temporoparietal, premotor, posterior parietal and extrastriate …

Cortical mechanisms underlying the organization of goal-directed actions and mirror neuron-based action understanding

G Rizzolatti, L Cattaneo… - Physiological …, 2014 - journals.physiology.org
Our understanding of the functions of motor system evolved remarkably in the last 20 years.
This is the consequence not only of an increase in the amount of data on this system but …

Brain-computer interfaces (BCIs) for communication and control

JR Wolpaw - Proceedings of the 9th international ACM SIGACCESS …, 2007 - dl.acm.org
Brain-computer interface (BCI)) research seeks to develop new augmentative
communication and control technology for human patients with severe neuromuscular …

Event-related EEG/MEG synchronization and desynchronization: basic principles

G Pfurtscheller, FHL Da Silva - Clinical neurophysiology, 1999 - Elsevier
An internally or externally paced event results not only in the generation of an event-related
potential (ERP) but also in a change in the ongoing EEG/MEG in form of an event-related …

EEG-based strategies to detect motor imagery for control and rehabilitation

KK Ang, C Guan - IEEE Transactions on Neural Systems and …, 2016 - ieeexplore.ieee.org
Advances in brain-computer interface (BCI) technology have facilitated the detection of
Motor Imagery (MI) from electroencephalography (EEG). First, we present three strategies of …

EEG alpha oscillations: the inhibition–timing hypothesis

W Klimesch, P Sauseng, S Hanslmayr - Brain research reviews, 2007 - Elsevier
The traditional belief is that the event-related alpha response can solely be described in
terms of suppression or event-related desynchronization (ERD). Recent research, however …