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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Dades bibliogràfiques
Publicat a:Front Hum Neurosci
Autors principals: Keshmiri, Soheil, Sumioka, Hidenobu, Yamazaki, Ryuji, Ishiguro, Hiroshi
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2017
Matèries:
Neuroscience
Accés en línia: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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