ArticleHuman brain mapping2024
Cortical timescales and the modular organization of structural and functional brain networks.
Article in Human brain mapping, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Association-sensory spatiotemporal hierarchy and functional gradient-regularised recurrent neural network with implications for schizophrenia.NPJ systems biology and applications · 2026Article
- Sleep Modulates Neural Timescales and Spatiotemporal Integration in the Human Cortex.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Beyond modular and non-modular states: theoretical considerations, exemplifications, and practical implications.Frontiers in psychology · 2025Article
- The significance of structural rich club hubs for the processing of hierarchical stimuli.Human brain mapping · 2024Article
- Cortical timescales and the modular organization of structural and functional brain networks.Human brain mapping · 2024Article
- Estimating fMRI timescale maps.Imaging neuroscience (Cambridge, Mass.)Article
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3 authors.
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Abstract
Recent years have seen growing interest in characterizing the properties of regional brain dynamics and their relationship to other features of brain structure and function. In particular, multiple studies have observed regional differences in the "timescale" over which activity fluctuates during periods of quiet rest. In the cerebral cortex, these timescales have been associated with both local circuit properties as well as patterns of inter-regional connectivity, including the extent to which each region exhibits widespread connectivity to other brain areas. In the current study, we build on prior observations of an association between connectivity and dynamics in the cerebral cortex by investigating the relationship between BOLD fMRI timescales and the modular organization of structural and functional brain networks. We characterize network community structure across multiple scales and find that longer timescales are associated with greater within-community functional connectivity and diverse structural connectivity. We also replicate prior observations of a positive correlation between timescales and structural connectivity degree. Finally, we find evidence for preferential functional connectivity between cortical areas with similar timescales. We replicate these findings in an independent dataset. These results contribute to our understanding of functional brain organization and structure-function relationships in the human brain, and support the notion that regional differences in cortical dynamics may in part reflect the topological role of each region within macroscale brain networks.
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