Mental State Classification Using Multi-Graph Features

We consider the problem of extracting features from passive, multi-channel electroencephalogram (EEG) devices for downstream inference tasks related to high-level mental states such as stress and cognitive load. Our proposed feature extraction method uses recently developed spectral-based multi-grap...

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Detalles Bibliográficos
Autores principales: Chen, Guodong, Helm, Hayden S., Lytvynets, Kate, Yang, Weiwei, Priebe, Carey E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Human Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307990/
https://www.ncbi.nlm.nih.gov/pubmed/35880106
http://dx.doi.org/10.3389/fnhum.2022.930291

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307990/
https://www.ncbi.nlm.nih.gov/pubmed/35880106
http://dx.doi.org/10.3389/fnhum.2022.930291

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