Current status, challenges, and possible solutions of EEG-based brain-computer interface: a comprehensive review

M Rashid, N Sulaiman, A PP Abdul Majeed… - Frontiers in …, 2020 - frontiersin.org
Brain-Computer Interface (BCI), in essence, aims at controlling different assistive devices
through the utilization of brain waves. It is worth noting that the application of BCI is not …

Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review

G Papanastasiou, A Drigas, C Skianis, M Lytras - Heliyon, 2020 - cell.com
The aim of this article is to explore a paradigm shift on Brain Computer Interface (BCI)
research, as well as on intervention best practices for training and rehabilitation of students …

A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface

F Mattioli, C Porcaro… - Journal of Neural …, 2022 - iopscience.iop.org
Objective. Brain-computer interface (BCI) aims to establish communication paths between
the brain processes and external devices. Different methods have been used to extract …

[HTML][HTML] A new technology perspective of the Metaverse: Its essence, framework and challenges

F Shi, H Ning, X Zhang, R Li, Q Tian, S Zhang… - Digital Communications …, 2023 - Elsevier
The Metaverse depicts a parallel digitalized world where virtuality and reality are fused. It
has economic and social systems like those in the real world and provides intelligent …

Transfer learning for EEG-based brain–computer interfaces: A review of progress made since 2016

D Wu, Y Xu, BL Lu - IEEE Transactions on Cognitive and …, 2020 - ieeexplore.ieee.org
A brain–computer interface (BCI) enables a user to communicate with a computer directly
using brain signals. The most common noninvasive BCI modality, electroencephalogram …

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 …

A review of user training methods in brain computer interfaces based on mental tasks

A Roc, L Pillette, J Mladenovic… - Journal of Neural …, 2021 - iopscience.iop.org
Mental-tasks based brain–computer interfaces (MT-BCIs) allow their users to interact with an
external device solely by using brain signals produced through mental tasks. While MT-BCIs …

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 …

Affective brain–computer interfaces (abcis): A tutorial

D Wu, BL Lu, B Hu, Z Zeng - Proceedings of the IEEE, 2023 - ieeexplore.ieee.org
A brain–computer interface (BCI) enables a user to communicate directly with a computer
using only the central nervous system. An affective BCI (aBCI) monitors and/or regulates the …

A review of brain-computer interface games and an opinion survey from researchers, developers and users

M Ahn, M Lee, J Choi, SC Jun - Sensors, 2014 - mdpi.com
In recent years, research on Brain-Computer Interface (BCI) technology for healthy users
has attracted considerable interest, and BCI games are especially popular. This study …