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The Validation of a Portable Functional NIRS System for Assessing Mental Workload

Portable functional near-infrared spectroscopy (fNIRS) systems have the potential to image the brain in naturalistic settings. Experimental studies are essential to validate such fNIRS systems. Working memory (WM) is a short-term active memory that is associated with the temporary storage and manipu...

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Autores principales: Saikia, Manob Jyoti, Besio, Walter G., Mankodiya, Kunal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199260/
https://www.ncbi.nlm.nih.gov/pubmed/34072895
http://dx.doi.org/10.3390/s21113810
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author Saikia, Manob Jyoti
Besio, Walter G.
Mankodiya, Kunal
author_facet Saikia, Manob Jyoti
Besio, Walter G.
Mankodiya, Kunal
author_sort Saikia, Manob Jyoti
collection PubMed
description Portable functional near-infrared spectroscopy (fNIRS) systems have the potential to image the brain in naturalistic settings. Experimental studies are essential to validate such fNIRS systems. Working memory (WM) is a short-term active memory that is associated with the temporary storage and manipulation of information. The prefrontal cortex (PFC) brain area is involved in the processing of WM. We assessed the PFC brain during n-back WM tasks in a group of 25 college students using our laboratory-developed portable fNIRS system, WearLight. We designed an experimental protocol with 32 n-back WM task blocks with four different pseudo-randomized task difficulty levels. The hemodynamic response of the brain was computed from the experimental data and the evaluated brain responses due to these tasks. We observed the incremental mean hemodynamic activation induced by the increasing WM load. The left-PFC area was more activated in the WM task compared to the right-PFC. The task performance was seen to be related to the hemodynamic responses. The experimental results proved the functioning of the WearLight system in cognitive load imaging. Since the portable fNIRS system was wearable and operated wirelessly, it was possible to measure the cognitive load in the naturalistic environment, which could also lead to the development of a user-friendly brain–computer interface system.
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spelling pubmed-81992602021-06-14 The Validation of a Portable Functional NIRS System for Assessing Mental Workload Saikia, Manob Jyoti Besio, Walter G. Mankodiya, Kunal Sensors (Basel) Communication Portable functional near-infrared spectroscopy (fNIRS) systems have the potential to image the brain in naturalistic settings. Experimental studies are essential to validate such fNIRS systems. Working memory (WM) is a short-term active memory that is associated with the temporary storage and manipulation of information. The prefrontal cortex (PFC) brain area is involved in the processing of WM. We assessed the PFC brain during n-back WM tasks in a group of 25 college students using our laboratory-developed portable fNIRS system, WearLight. We designed an experimental protocol with 32 n-back WM task blocks with four different pseudo-randomized task difficulty levels. The hemodynamic response of the brain was computed from the experimental data and the evaluated brain responses due to these tasks. We observed the incremental mean hemodynamic activation induced by the increasing WM load. The left-PFC area was more activated in the WM task compared to the right-PFC. The task performance was seen to be related to the hemodynamic responses. The experimental results proved the functioning of the WearLight system in cognitive load imaging. Since the portable fNIRS system was wearable and operated wirelessly, it was possible to measure the cognitive load in the naturalistic environment, which could also lead to the development of a user-friendly brain–computer interface system. MDPI 2021-05-31 /pmc/articles/PMC8199260/ /pubmed/34072895 http://dx.doi.org/10.3390/s21113810 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Saikia, Manob Jyoti
Besio, Walter G.
Mankodiya, Kunal
The Validation of a Portable Functional NIRS System for Assessing Mental Workload
title The Validation of a Portable Functional NIRS System for Assessing Mental Workload
title_full The Validation of a Portable Functional NIRS System for Assessing Mental Workload
title_fullStr The Validation of a Portable Functional NIRS System for Assessing Mental Workload
title_full_unstemmed The Validation of a Portable Functional NIRS System for Assessing Mental Workload
title_short The Validation of a Portable Functional NIRS System for Assessing Mental Workload
title_sort validation of a portable functional nirs system for assessing mental workload
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8199260/
https://www.ncbi.nlm.nih.gov/pubmed/34072895
http://dx.doi.org/10.3390/s21113810
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