Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach

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Original language	English
Journal	IEEE Transactions on Instrumentation and Measurement
DOIs	https://doi.org/10.1109/TIM.2024.3395312
Publication status	E-pub ahead of print - Apr 2024
Publication type	A1 Journal article-refereed

Publication forum classification

@article{9b37a3b9ee694458a8e16e0c7c1d6af1,

title = "Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach",

author = "Matin Beiramvand and Mohammad Shahbakhti and Nina Karttunen and Reijo Koivula and Jari Turunen and Tarmo Lipping",

year = "2024",

month = apr,

doi = "10.1109/TIM.2024.3395312",

language = "English",

journal = "IEEE Transactions on Instrumentation and Measurement",

issn = "0018-9456",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - JOUR

T1 - Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach

AU - Beiramvand, Matin

AU - Shahbakhti, Mohammad

AU - Karttunen, Nina

AU - Koivula, Reijo

AU - Turunen, Jari

AU - Lipping, Tarmo

PY - 2024/4

Y1 - 2024/4

U2 - 10.1109/TIM.2024.3395312

DO - 10.1109/TIM.2024.3395312

M3 - Article

SN - 0018-9456

JO - IEEE Transactions on Instrumentation and Measurement

JF - IEEE Transactions on Instrumentation and Measurement

ER -