ArticleImaging neuroscience (Cambridge, Mass.)2024
Electrical brain activity during human walking with parametric variations in terrain unevenness and walking speed.
Article in Imaging neuroscience (Cambridge, Mass.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed.
- Preprocessing on the Go: Practices in Gait-Related Mobile EEG.Psychophysiology · 2026Review
- Neural signatures of dual-task walking demands in individuals at risk of cognitive impairment.npj aging · 2026Article
- A symphony of functioning: exploring the interplay of cognition, movement, and visual demands in adolescents on the autism spectrum using mobile brain-body imaging (MoBI).Journal of neurodevelopmental disorders · 2026Article
- Mobility Function and Aperiodic Electrocortical Activity in Younger and Older Adults.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2026Article
- Age differences in electrocortical dynamics during uneven terrain walking.bioRxiv : the preprint server for biology · 2025Article
- A symphony of functioning: Assessing the interplay of cognition, movement, and visual processing in adolescents on the autism spectrum using mobile brain-body imaging (MoBI).Research square · 2025Article
- A Comparison of Approaches for Motion Artifact Removal from Wireless Mobile EEG During Overground Running.Sensors (Basel, Switzerland) · 2025Article
- A multimodal biomechanical and eye-tracking dataset of suprapostural coordination in healthy young adults.Scientific data · 2025Article
- Gait speed-related changes in electrocortical activity in younger and older adults.Journal of neurophysiology · 2025Article
- Excellent test-retest reliability of perturbation-evoked cortical responses supports feasibility of the balance N1 as a clinical biomarker.Journal of neurophysiology · 2025Article
- Associations between declines in uneven terrain walking speed and visuospatial working memory in older adults.Frontiers in aging neuroscience · 2025Article
- Age differences in electrocortical dynamics during uneven terrain walking.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Non-Contact Cross-Person Activity Recognition by Deep Metric Ensemble Learning.Bioengineering (Basel, Switzerland) · 2024Article
- Prefrontal cortical activity during uneven terrain walking in younger and older adults.Frontiers in aging neuroscience · 2024Article
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13 authors.
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Abstract
Mobile brain imaging with high-density electroencephalography (EEG) can provide insight into the cortical processes involved in complex human walking tasks. While uneven terrain is common in the natural environment and poses challenges to human balance control, there is limited understanding of the supraspinal processes involved with traversing uneven terrain. The primary objective of this study was to quantify electrocortical activity related to parametric variations in terrain unevenness for neurotypical young adults. We used high-density EEG to measure brain activity when 32 young adults walked on a novel custom-made uneven terrain treadmill surface with four levels of difficulty at a walking speed tailored to each participant. We identified multiple brain regions associated with uneven terrain walking. Alpha (8 - 13 Hz) and beta (13 - 30 Hz) spectral power decreased in the sensorimotor and posterior parietal areas with increasing terrain unevenness while theta (4 - 8 Hz) power increased in the mid/posterior cingulate area with terrain unevenness. We also found that within stride spectral power fluctuations increased with terrain unevenness. Our secondary goal was to investigate the effect of parametric changes in walking speed (0.25 m/s, 0.5 m/s, 0.75 m/s, 1.0 m/s) to differentiate the effects of walking speed from uneven terrain. Our results revealed that electrocortical activities only changed substantially with speed within the sensorimotor area but not in other brain areas. Together, these results indicate there are distinct cortical processes contributing to the control of walking over uneven terrain versus modulation of walking speed on smooth, flat terrain. Our findings increase our understanding of cortical involvement in an ecologically valid walking task and could serve as a benchmark for identifying deficits in cortical dynamics that occur in people with mobility deficits.
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