A scoping review on the use of consumer-grade EEG devices for research

J Sabio, NS Williams, GM McArthur, NA Badcock - Plos one, 2024 - journals.plos.org
Background Commercial electroencephalography (EEG) devices have become increasingly
available over the last decade. These devices have been used in a wide variety of fields …

Multi-class classification of construction hazards via cognitive states assessment using wearable EEG

JH Jeon, H Cai - Advanced Engineering Informatics, 2022 - Elsevier
Improving workers' safety and health is one of the most critical issues in the construction
industry. Research attempts have been made to better identify construction hazards on a …

Detection of mental stress through EEG signal in virtual reality environment

D Kamińska, K Smółka, G Zwoliński - Electronics, 2021 - mdpi.com
This paper investigates the use of an electroencephalogram (EEG) signal to classify a
subject's stress level while using virtual reality (VR). For this purpose, we designed an …

A systematic review of sensing and differentiating dichotomous emotional states using audio-visual stimuli

YR Veeranki, H Kumar, N Ganapathy… - IEEE …, 2021 - ieeexplore.ieee.org
Recognition of dichotomous emotional states such as happy and sad play important roles in
many aspects of human life. Existing literature has recorded diverse attempts in extracting …

Comparison of smoothing filters' influence on quality of data recorded with the emotiv epoc flex brain–computer interface headset during audio stimulation

N Browarska, A Kawala-Sterniuk, J Zygarlicki… - Brain sciences, 2021 - mdpi.com
Off-the-shelf, consumer-grade EEG equipment is nowadays becoming the first-choice
equipment for many scientists when it comes to recording brain waves for research …

Emotion classification from EEG with a low-cost BCI versus a high-end equipment

R Sánchez-Reolid, MC Martínez-Sáez… - … journal of neural …, 2022 - World Scientific
The assessment of physiological signals such as the electroencephalography (EEG) has
become a key point in the research area of emotion detection. This study compares the …

Repeatability of brain activity as measured by a 32-channel EEG system during resistance exercise in healthy young adults

C Domingos, JL Marôco, M Miranda, C Silva… - International Journal of …, 2023 - mdpi.com
Electroencephalography (EEG) is attracting increasing attention in the sports and exercise
fields, as it provides insights into brain behavior during specific tasks. However, it remains …

Locomotion techniques with EEG signals in a virtual reality environment

Y Daşdemir - Displays, 2023 - Elsevier
The popularity of virtual reality (VR) experiences has been driven by a combination of
technological advances, increased accessibility, and increased interest from both …

Current trends in the application of EEG in neuromarketing: a bibliometric analysis

A Alsharif, NZM Salleh, L Pilelienė, AF Abbas… - Scientific Annals of …, 2022 - ceeol.com
Despite several neuroscience tools existing, electroencephalography (EEG) is the most
used and favoured tool among researchers because of its relatively low cost and high …

[HTML][HTML] Detection of air traffic controllers' fatigue using voice analysis-An EEG validation study

P Kouba, M Šmotek, T Tichý, J Kopřivová - International Journal of …, 2023 - Elsevier
The article summarizes the results of an EEG validation study following the proposal of a
methodology for identification and monitoring of air traffic controllers' fatigue level based on …