Automatic cognitive fatigue detection using wearable fNIRS and machine learning

Wearable sensors have increasingly been applied in healthcare to generate data and monitor patients unobtrusively. Their application for Brain–Computer Interfaces (BCI) allows for unobtru sively monitoring one’s cognitive state over time. A particular state relevant in multiple domains is cognitive...

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Bibliographic Details
Main Author: Varandas, Rui (author)
Other Authors: Lima, Rodrigo (author), Bermúdez i Badia, Sergi (author), Silva, Hugo (author), Gamboa, Hugo (author)
Format: article
Language:eng
Published: 2022
Subjects:
Cognitive fatigue
Functional near-infrared spectroscopy
Machine learning
Brain–computer interface
.
Faculdade de Ciências Exatas e da Engenharia
Online Access:http://hdl.handle.net/10400.13/4450
Country:Portugal
Oai:oai:digituma.uma.pt:10400.13/4450

Internet

http://hdl.handle.net/10400.13/4450

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