An evaluation of mental workload with frontal EEG

WKY So, SWH Wong, JN Mak, RHM Chan - PloS one, 2017 - journals.plos.org
Using a wireless single channel EEG device, we investigated the feasibility of using short-
term frontal EEG as a means to evaluate the dynamic changes of mental workload. Frontal …

Mental effort detection using EEG data in E-learning contexts

FR Lin, CM Kao - Computers & Education, 2018 - Elsevier
E-learning becomes an alternative learning mode since the prevalence of the Internet.
Especially, the advance of MOOC (Massive Open Online Course) technology enables a …

Non-invasive neurophysiology in learning and training: mechanisms and a SWOT analysis

AM Tinga, TT De Back, MM Louwerse - Frontiers in neuroscience, 2020 - frontiersin.org
Although many scholars deem non-invasive measures of neurophysiology to have promise
in assessing learning, these measures are currently not widely applied, neither in …

Adaptive filtering for improved EEG-based mental workload assessment of ambulant users

O Rosanne, I Albuquerque, R Cassani… - Frontiers in …, 2021 - frontiersin.org
Recently, due to the emergence of mobile electroencephalography (EEG) devices,
assessment of mental workload in highly ecological settings has gained popularity. In such …

Decodability of reward learning signals predicts mood fluctuations

E Eldar, C Roth, P Dayan, RJ Dolan - Current biology, 2018 - cell.com
Our mood often fluctuates without warning. Recent accounts propose that these fluctuations
might be preceded by changes in how we process reward. According to this view, the …

Assessment of mental workload based on multi-physiological signals

X Fan, C Zhao, X Zhang, H Luo… - Technology and Health …, 2020 - journals.sagepub.com
BACKGROUND: Mental workload is one of the contributing factors to human errors in road
accidents or other potentially adverse incidents. OBJECTIVE: This research probes the …

To CALL or not to CALL: empirical evidence from neuroscience

L Hsu - Computer Assisted Language Learning, 2022 - Taylor & Francis
The English as a foreign language (EFL) learners' levels of attention and meditation as well
as brainwaves while interacting with an interlocutor in three different second-language (L2) …

Native language subtitling of educational videos: A multimodal analysis with eye tracking, EEG and self‐reports

S Negi, R Mitra - British Journal of Educational Technology, 2022 - Wiley Online Library
Abstract Language assistance becomes an integral component of the teaching–learning
process in non‐English–speaking multilingual societies where education takes place …

Workload regulation by Sudarshan Kriya: an EEG and ECG perspective

S Chandra, G Sharma, M Sharma, D Jha, AP Mittal - Brain informatics, 2017 - Springer
Abstract Sudarshan Kriya Yoga (SKY) is a type of rhythmic breathing activity, trivially a form
of Pranayama that stimulates physical, mental, emotional, and social well-being. The …

Multifactor authentication system using simplified EEG brain–computer interface

K Białas, M Kedziora, R Chałupnik… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes a scheme for multifactor authentication based on
electroencephalography (EEG) signal analysis. A solution for EEG signal acquisition and …