ArticleFrontiers in human neuroscience2018
Age-Related Alterations in Electroencephalography Connectivity and Network Topology During n-Back Working Memory Task.
Article in Frontiers in human neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- An interpretable deep learning diagnostic framework for early Alzheimer's disease based on EEG microstate spectra and multi-branch CNN.Journal of neuroengineering and rehabilitation · 2026Article
- Characteristics of electroencephalographic changes induced by different hypnotics in elderly patients: a narrative review.Korean journal of anesthesiology · 2026Review
- Network Segregation and Integration Changes in Healthy Aging: Evidence From EEG Subbands During the Visual Short-Term Memory Binding Task.The European journal of neuroscience · 2025Article
- Age-related differences in eye blink-related neural activity and functional connectivity during driving.Heliyon · 2025Article
- Impaired Neurovascular Coupling and Increased Functional Connectivity in the Frontal Cortex Predict Age-Related Cognitive Dysfunction.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Resting-state fractal brain connectivity is associated with impaired cognitive performance in healthy aging.GeroScience · 2024Article
- Article
- Fingerprints of decreased cognitive performance on fractal connectivity dynamics in healthy aging.GeroScience · 2024Article
- Neurophysiological markers of early cognitive decline in older adults: a mini-review of electroencephalography studies for precursors of dementia.Frontiers in aging neuroscience · 2024Review
- Unique Brain Network Identification Number for Parkinson's and Healthy Individuals Using Structural MRI.Brain sciences · 2023Article
- Visual-spatial processing impairment in the occipital-frontal connectivity network at early stages of Alzheimer's disease.Frontiers in aging neuroscience · 2023Article
- Eyes-state-dependent alterations of magnetoencephalographic connectivity associated with delayed recall in Alzheimer's disease via graph theory approach.Frontiers in psychiatry · 2023Article
- Phase Lag Index of Resting-State EEG for Identification of Mild Cognitive Impairment Patients with Type 2 Diabetes.Brain sciences · 2022Article
- Age-Related Alterations in EEG Network Connectivity in Healthy Aging.Brain sciences · 2022Article
- Photobiomodulation and visual stimulation against cognitive decline and Alzheimer's disease pathology: A systematic review.Alzheimer's & dementia (New York, N. Y.) · 2022Review
- Principles and open questions in functional brain network reconstruction.Human brain mapping · 2021Review
- Atypical resting-state gamma band trajectory in adult attention deficit/hyperactivity disorder.Journal of neural transmission (Vienna, Austria : 1996) · 2021Article
- EEG Alpha and Beta Band Functional Connectivity and Network Structure Mark Hub Overload in Mild Cognitive Impairment During Memory Maintenance.Frontiers in aging neuroscience · 2021Article
- Decreased connection density and modularity of functional brain networks during n-back working memory paradigm.Brain and behavior · 2021Article
- What Can Neural Activity Tell Us About Cognitive Resources in Aging?Frontiers in psychology · 2021Review
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8 authors.
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Abstract
The study of the healthy brain in elders, especially age-associated alterations in cognition, is important to understand the deficits created by Alzheimer's disease (AD), which imposes a tremendous burden on individuals, families, and society. Although, the changes in synaptic connectivity and reorganization of brain networks that accompany aging are gradually becoming understood, little is known about how normal aging affects brain inter-regional synchronization and functional networks when items are held in working memory (WM). According to the classic Sternberg WM paradigm, we recorded multichannel electroencephalography (EEG) from healthy adults (young and senior) in three different conditions, i.e., the resting state, 0-back (control) task, and 2-back task. The phase lag index (PLI) between EEG channels was computed and then weighted and undirected network was constructed based on the PLI matrix. The effects of aging on network topology were examined using a brain connectivity toolbox. The results showed that age-related alteration was more prominent when the 2-back task was engaged, especially in the theta band. For the younger adults, the WM task evoked a significant increase in the clustering coefficient of the beta-band functional connectivity network, which was absent in the older adults. Furthermore, significant correlations were observed between the behavioral performance of WM and EEG metrics in the theta and gamma bands, suggesting the potential use of those measures as biomarkers for the evaluation of cognitive training, for instance. Taken together, our findings shed further light on the underlying mechanism of WM in physiological aging and suggest that different EEG frequencies appear to have distinct functional correlates in cognitive aging. Analysis of inter-regional synchronization and topological characteristics based on graph theory is thus an appropriate way to explore natural age-related changes in the human brain.
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