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 …

Tuning up the old brain with new tricks: attention training via neurofeedback

Y Jiang, R Abiri, X Zhao - Frontiers in aging neuroscience, 2017 - frontiersin.org
Neurofeedback (NF) is a form of biofeedback that uses real-time (RT) modulation of brain
activity to enhance brain function and behavioral performance. Recent advances in Brain …

A usability study of low-cost wireless brain-computer interface for cursor control using online linear model

R Abiri, S Borhani, J Kilmarx… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Computer cursor control using electroencephalogram (EEG) signals is a common and well-
studied brain-computer interface (BCI). The emphasis of the literature has been primarily on …

Optimizing prediction model for a noninvasive brain–computer interface platform using channel selection, classification, and regression

S Borhani, J Kilmarx, D Saffo, L Ng… - IEEE journal of …, 2019 - ieeexplore.ieee.org
A brain-computer interface (BCI) platform can be utilized by a user to control an external
device without making any overt movements. An EEG-based computer cursor control task is …

Brain–Computer Interfaces

E Sibilano, V Suglia, A Brunetti, D Buongiorno… - Psychophysiology …, 2023 - Springer
In the past decades, brain–computer interfaces (BCIs) have been among the fastest-growing
technologies and a very prolific research field. Typically, sending input to a computer …

Sequence-based manipulation of robotic arm control in brain machine interface

J Kilmarx, R Abiri, S Borhani, Y Jiang… - International Journal of …, 2018 - Springer
In brain machine interfaces (BMI), the brain activities are recorded by invasive or
noninvasive approaches and translated into command signals to control external prosthetic …

Real-time brain machine interaction via social robot gesture control

R Abiri, S Borhani, X Zhao… - Dynamic Systems …, 2017 - asmedigitalcollection.asme.org
Brain-Machine Interaction (BMI) system motivates interesting and promising results in
forward/feedback control consistent with human intention. It holds great promise for …

Analysis and Enhancement of Human Cognitive Control using Noninvasive Brain-Computer Interfaces

S Borhani - 2020 - trace.tennessee.edu
Cognitive control including attention and working memory are crucial to human daily life.
Whether a civilian who walks across a street or a military service member who is responsible …

[PDF][PDF] Optimizing Prediction Model for a Noninvasive Brain-Computer Interface Platform using Channel Importance, Classification, and Regression

J Kilmarx, D Saffo, L Ng - nics.utk.edu
Abstract A Brain-Computer Interface (BCI) platform can be utilized by a patient to control an
external device without making any overt movements. This can be beneficial to a variety of …