ArticleExperimental brain research2019
Cerebral cortical networking for mental workload assessment under various demands during dual-task walking.
Article in Experimental brain research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Using a self-modulated treadmill as a novel approach to study cognitive-motor and biomechanical outcomes during dual-task walking in individuals with and without lower limb loss.Experimental brain research · 2026Article
- Vision-restricted dual-task training as a novel intervention to improve cognitive performance and quality of life in type 2 diabetes: A randomized controlled trial.Journal of education and health promotion · 2026Article
- Predicting task performance in robot-assisted surgery using physiological stress and subjective workload: a case study with interpretable machine learning.Frontiers in human neuroscience · 2025Article
- Dual-task improvement of older adults after treadmill walking combined with blood flow restriction of low occlusion pressure: the effect on the heart-brain axis.Journal of neuroengineering and rehabilitation · 2024Article
- Augmented Recognition of Distracted Driving State Based on Electrophysiological Analysis of Brain Network.Cyborg and bionic systems (Washington, D.C.) · 2024Article
- Cortico-muscular connectivity is modulated by passive and active Lokomat-assisted Gait.Scientific reports · 2023Article
- Maintaining Task Performance Levels Under Cognitive Load While Walking Requires Widespread Reallocation of Neural Resources.Neuroscience · 2023Article
- A mental workload and biomechanical assessment during split-belt locomotor adaptation with and without optic flow.Experimental brain research · 2023Article
- Efficiency of the Brain Network Is Associated with the Mental Workload with Developed Mental Schema.Brain sciences · 2023Article
- Did you even see that? visual sensory processing of single stimuli under different locomotor loads.PloS one · 2022Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
While several studies have examined attentional reserve (via event-related potentials) and mental effort (via EEG spectral content) from various cortical regions during dual-task walking, none have assessed changes in the magnitude of interregional (cortico-cortical) communication as a measure of mental workload. Therefore, by deploying a traditional montage of electrode sites centered over the motor planning region as well as a more comprehensive graph theory-based approach encompassing the entire scalp, this study aimed to systematically examine changes in the magnitude of functional connectivity underlying cortico-cortical communication to assess changes in mental workload under various levels of challenge. Specifically, the Weighted Phase Lag Index (WPLI) was computed to assess the changes in magnitude of functional connectivity as participants performed a cognitive task under two demands (low and high) and two conditions (seated and walking). The results revealed enhanced fronto-centro-temporo-parietal theta connectivity during dual-task walking relative to being seated as well as a reduced inhibition of fronto-centro-temporo-parieto-occipital alpha networking as the demand on the secondary cognitive task increased. Collectively, these findings may reflect greater recruitment of task relevant processes to respond to increased cognitive-motor demands and thus an elevation of mental workload in an effort to maintain performance under varying levels of challenge. This work has the potential to inform future mental workload assessment applications in patient populations, including those who employ prostheses during cognitive-motor performance under various task demands.
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Registered trials
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