A Non-parametric Approach to the Overall Estimate of Cognitive Load Using NIRS Time Series

We present a non-parametric approach to prediction of the n-back n ∈ {1, 2} task as a proxy measure of mental workload using Near Infrared Spectroscopy (NIRS) data. In particular, we focus on measuring the mental workload through hemodynamic responses in the brain induced by these tasks, thereby rea...

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Detalles Bibliográficos
Autores principales: Keshmiri, Soheil, Sumioka, Hidenobu, Yamazaki, Ryuji, Ishiguro, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5290219/
https://www.ncbi.nlm.nih.gov/pubmed/28217088
http://dx.doi.org/10.3389/fnhum.2017.00015

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5290219/
https://www.ncbi.nlm.nih.gov/pubmed/28217088
http://dx.doi.org/10.3389/fnhum.2017.00015

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