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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Detalhes bibliográficos
Publicado no:Front Hum Neurosci
Main Authors: Keshmiri, Soheil, Sumioka, Hidenobu, Yamazaki, Ryuji, Ishiguro, Hiroshi
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5290219/
https://ncbi.nlm.nih.gov/pubmed/28217088
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2017.00015
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