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] 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 …

Brain computer interface: control signals review

RA Ramadan, AV Vasilakos - Neurocomputing, 2017 - Elsevier
Abstract Brain Computer Interface (BCI) is defined as a combination of hardware and
software that allows brain activities to control external devices or even computers. The …

[HTML][HTML] Brain neuroplasticity leveraging virtual reality and brain–computer interface technologies

A Drigas, A Sideraki - Sensors, 2024 - mdpi.com
This study explores neuroplasticity through the use of virtual reality (VR) and brain–
computer interfaces (BCIs). Neuroplasticity is the brain's ability to reorganize itself by forming …

A review of hybrid brain‐computer interface systems

S Amiri, R Fazel-Rezai… - Advances in Human …, 2013 - Wiley Online Library
Increasing number of research activities and different types of studies in brain‐computer
interface (BCI) systems show potential in this young research area. Research teams have …

A survey of sensor fusion methods in wearable robotics

D Novak, R Riener - Robotics and Autonomous Systems, 2015 - Elsevier
Modern wearable robots are not yet intelligent enough to fully satisfy the demands of end-
users, as they lack the sensor fusion algorithms needed to provide optimal assistance and …

EEG-based brain-computer interfaces: a thorough literature survey

HJ Hwang, S Kim, S Choi, CH Im - International Journal of Human …, 2013 - Taylor & Francis
Brain–computer interface (BCI) technology has been studied with the fundamental goal of
hel** disabled people communicate with the outside world using brain signals. In …

A novel EOG/EEG hybrid human–machine interface adopting eye movements and ERPs: Application to robot control

J Ma, Y Zhang, A Cichocki… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
This study presents a novel human-machine interface (HMI) based on both
electrooculography (EOG) and electroencephalography (EEG). This hybrid interface works …

Towards independence: a BCI telepresence robot for people with severe motor disabilities

R Leeb, L Tonin, M Rohm, L Desideri… - Proceedings of the …, 2015 - ieeexplore.ieee.org
This paper presents an important step forward towards increasing the independence of
people with severe motor disabilities, by using brain-computer interfaces to harness the …

Brain-machine interfaces for rehabilitation in stroke: a review

E López-Larraz, A Sarasola-Sanz… - …, 2018 - content.iospress.com
BACKGROUND: Motor paralysis after stroke has devastating consequences for the patients,
families and caregivers. Although therapies have improved in the recent years, traditional …