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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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Bibliografische gegevens
Gepubliceerd in:Front Hum Neurosci
Hoofdauteurs: Keshmiri, Soheil, Sumioka, Hidenobu, Yamazaki, Ryuji, Ishiguro, Hiroshi
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2017
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Online toegang: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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