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Mental State Detection Using Riemannian Geometry on Electroencephalogram Brain Signals

The goal of this study was to implement a Riemannian geometry (RG)-based algorithm to detect high mental workload (MWL) and mental fatigue (MF) using task-induced electroencephalogram (EEG) signals. In order to elicit high MWL and MF, the participants performed a cognitively demanding task in the fo...

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Detalles Bibliográficos
Autores principales: Wriessnegger, Selina C., Raggam, Philipp, Kostoglou, Kyriaki, Müller-Putz, Gernot R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8663761/
https://www.ncbi.nlm.nih.gov/pubmed/34899215
http://dx.doi.org/10.3389/fnhum.2021.746081