Summary of over fifty years with brain-computer interfaces—a review

A Kawala-Sterniuk, N Browarska, A Al-Bakri, M Pelc… - Brain sciences, 2021‏ - mdpi.com
Over the last few decades, the Brain-Computer Interfaces have been gradually making their
way to the epicenter of scientific interest. Many scientists from all around the world have …

Application of artificial intelligence techniques for brain–computer interface in mental fatigue detection: A systematic review (2011–2022)

H Yaacob, F Hossain, S Shari, SK Khare, CP Ooi… - IEEe …, 2023‏ - ieeexplore.ieee.org
Mental fatigue is a psychophysical condition with a significant adverse effect on daily life,
compromising both physical and mental wellness. We are experiencing challenges in this …

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 …

Performance of the Emotiv Epoc headset for P300-based applications

M Duvinage, T Castermans, M Petieau… - Biomedical engineering …, 2013‏ - Springer
Background For two decades, EEG-based Brain-Computer Interface (BCI) systems have
been widely studied in research labs. Now, researchers want to consider out-of-the-lab …

[HTML][HTML] Consumer-grade EEG devices: are they usable for control tasks?

R Maskeliunas, R Damasevicius, I Martisius… - PeerJ, 2016‏ - peerj.com
We present the evaluation of two well-known, low-cost consumer-grade EEG devices: the
Emotiv EPOC and the Neurosky MindWave. Problems with using the consumer-grade EEG …

Feasibility study to identify brain activity and eye-tracking features for assessing hazard recognition using consumer-grade wearables in an immersive virtual …

M Noghabaei, K Han, A Albert - Journal of Construction …, 2021‏ - ascelibrary.org
Hazard recognition is vital to achieving effective safety management. Unmanaged or
unrecognized hazards on construction sites can lead to unexpected accidents. Recent …

Systems, subjects, sessions: to what extent do these factors influence EEG data?

A Melnik, P Legkov, K Izdebski, SM Kärcher… - Frontiers in human …, 2017‏ - frontiersin.org
Lab-based electroencephalography (EEG) techniques have matured over decades of
research and can produce high-quality scientific data. It is often assumed that the specific …

A prototype SSVEP based real time BCI gaming system

I Martišius, R Damaševičius - Computational intelligence and …, 2016‏ - Wiley Online Library
Although brain‐computer interface technology is mainly designed with disabled people in
mind, it can also be beneficial to healthy subjects, for example, in gaming or virtual reality …

Noninvasive electroencephalogram based control of a robotic arm for writing task using hybrid BCI system

Q Gao, L Dou, AN Belkacem… - BioMed research …, 2017‏ - Wiley Online Library
A novel hybrid brain‐computer interface (BCI) based on the electroencephalogram (EEG)
signal which consists of a motor imagery‐(MI‐) based online interactive brain‐controlled …

A high-speed brain-computer interface (BCI) using dry EEG electrodes

M Spüler - PloS one, 2017‏ - journals.plos.org
Recently, brain-computer interfaces (BCIs) based on visual evoked potentials (VEPs) have
been shown to achieve remarkable communication speeds. As they use …