Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach
Year of publication
2024
Authors
Beiramvand, Matin; Shahbakhti, Mohammad; Karttunen, Nina; Koivula, Reijo; Turunen, Jari; Lipping, Tarmo;
Organizations and authors
Tampere University
Beiramvand Matin 
Satakunta University of Applied Sciences
Karttunen Nina
Publication type
Publication format
Article
Parent publication type
Journal
Article type
Original article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A1 Journal article (refereed), original researchPublication channel information
ISSN
Publication forum
Publication forum level
3
Open access
Open access in the publisher’s service
Yes
Open access of publication channel
Partially open publication channel
License of the publisher’s version
CC BY
Self-archived
Yes
License of the self-archived publication
CC BY
Other information
Fields of science
Computer and information sciences; Biomedicine; Neurosciences
Internationality of the publisher
International
Language
English
International co-publication
Yes
Co-publication with a company
No
DOI
10.1109/TIM.2024.3395312
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes