Perceived Mental Workload Classification Using Intermediate Fusion Multimodal Deep Learning

A lot of research has been done on the detection of mental workload (MWL) using various bio-signals. Recently, deep learning has allowed for novel methods and results. A plethora of measurement modalities have proven to be valuable in this task, yet studies currently often only use a single modality...

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Bibliographic Details
Main Authors: Tenzing C. Dolmans, Mannes Poel, Jan-Willem J. R. van ’t Klooster, Bernard P. Veldkamp
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2020.609096/full