Real time detection of cognitive load using fNIRS: A deep learning approach
Author:
Funder
Ministry of Electronics and Information technology
Publisher
Elsevier BV
Subject
Health Informatics,Signal Processing,Biomedical Engineering
Reference49 articles.
1. Application of functional near-infrared spectroscopy in psychiatry;Ehlis;NeuroImage,2014
2. M. Ferrari, I. Giannini, G. Sideri, E. Zanette, Continuous non invasive monitoring of human brain by near infrared spectroscopy, in: Oxygen Transport to Tissue VII, 1985, pp. 873–882.
3. Statistical analysis of fnirs data: a comprehensive review;Tak;Neuroimage,2014
4. Functional near-infrared spectroscopy recordings of visuospatial working memory processes. part II: A replication study in children on sensitivity and mental-ability-induced differences in functional activation;Witmer;Brain Sci.,2018
5. EEG-based prediction of cognitive load in intelligence tests;Friedman;Front. Human Neurosci.,2019
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