EEG based evaluation of examination stress and test anxiety among college students

VG Rajendran, S Jayalalitha, K Adalarasu - Irbm, 2022 - Elsevier
stress in students during examination period using EEG biomarkers. Methods and Results
… In the present study, students' examination stress level was analyzed using EEG biomarkers. …

The effects of emotional stress on learning and memory cognitive functions: an EEG review study in education

O AlShorman, M Masadeh, A Alzyoud… - … Conference on e …, 2020 - ieeexplore.ieee.org
… SA Hosseini and MA Khalilzadeh, "Emotional stress recognition system using EEG and
psychophysiological signals: Using new labelling process of EEG signals in emotional stress

A review on mental stress assessment methods using EEG signals

R Katmah, F Al-Shargie, U Tariq, F Babiloni… - Sensors, 2021 - mdpi.com
… usefulness of EEG signal analysis methods for the assessment of mental stress have been
EEG analysis methods on mental stress and to propose potential future research directions. …

Electroencephalogram (EEG) human stress level classification based on theta/beta ratio

TY Wen, NA Bani… - … journal of integrated …, 2020 - publisher.uthm.edu.my
… Abstract: Stress analysis by utilizing electroencephalography (EEG) device in conjunction …
being made on detecting and classifying stress level. Non-invasive EEG device is used in this …

EEG-based detection of mental workload level and stress: the effect of variation in each state on classification of the other

M Bagheri, SD Power - Journal of Neural Engineering, 2020 - iopscience.iop.org
… The results of this study confirm those reported in [38] that … effect on the classification of
workload levels via EEG. In the present study, there is no possibility that the observed effect is …

Separating EEG correlates of stress: Cognitive effort, time pressure, and social‐evaluative threat

NM Ehrhardt, J Fietz, J Kopf‐Beck… - European journal of …, 2022 - Wiley Online Library
… classical EEG setups, more electrodes, and … stress effects, thus suggesting validity of our
EEG setup. We observed differences in artifact rejection rates between resting-state and stress

EEG based classification of long-term stress using psychological labeling

SMU Saeed, SM Anwar, H Khalid, M Majid, U Bagci - Sensors, 2020 - mdpi.com
… inducer in our study (unlike other ECG- and HRV-based studies); hence, EEG can be a …
experimental results. Although EEG has not been widely used for long term stress classification …

Detection of mental stress through EEG signal in virtual reality environment

D Kamińska, K Smółka, G Zwoliński - Electronics, 2021 - mdpi.com
… This paper investigates using an EEG signal to classify a subject’s stress level using a VR
… and stressful scenes in the form of a VR interactive simulation, accompanied by an EEG

A psychophysiological effect of indoor thermal condition on college students' learning performance through EEG measurement

H Kim, T Hong, J Kim, S Yeom - Building and Environment, 2020 - Elsevier
stress, alertness, and mental fatigue, were measured using … In this study, an EEG device
was used to measure the subjects… Generally, an EEG is a non-invasive technique that monitors …

Frontal lobe and long-term memory retrieval analysis during pre-learning stress using EEG signals

OM AlShorman, AM Alshorman - Bulletin of Electrical Engineering and …, 2020 - beei.org
… In this research study, EEG analysis is applied to discover the effect of pre-learning stress in
EEG bands (alpha, beta, theta and gamma) in the frontal lobe. The methodology of the study …