ArticleNature neuroscience2022
A parsimonious description of global functional brain organization in three spatiotemporal patterns.
Article in Nature neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 113 papers, 1 of them a synthesis that pooled it.
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Who cites it
113 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Functional imaging studies of acute administration of classic psychedelics, ketamine, and MDMA: Methodological limitations and convergent results.Neuroscience and biobehavioral reviews · 2023Pooled it
- Differential roles of frontoparietal regions in working memory and decision-making.bioRxiv : the preprint server for biology · 2026Article
- Sharp and smooth state transitions during resting state brain dynamics.bioRxiv : the preprint server for biology · 2026Article
- A silent leap in neuroimaging.Nature neuroscience · 2026Article
- A predictive corticospinal model for pain perception.Cell reports. Medicine · 2026Article
- Sub-second fluctuations between top-down and bottom-up modes distinguish diverse human brain states.Current biology : CB · 2026Article
- Spectral organization of individualized connectome harmonics across brain structure, function and cognition.bioRxiv : the preprint server for biology · 2026Article
- Infra-slow (<0.1 Hz) Modulation of Human Brain Pulsations in Awake and Sleep States.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Behavior Differentially Shapes Spontaneous Cortical Network Dynamics Across Frequencies.bioRxiv : the preprint server for biology · 2026Article
- Categorization is 'baked' into the brain.Nature reviews. Neuroscience · 2026Review
- Longitudinal Study of Adolescent Brain Connectivity Development Using Sign-Aware Graph Theory Metrics.Human brain mapping · 2026Article
- Reorganization of Human Brain Waves Across Diverse States of Consciousness.bioRxiv : the preprint server for biology · 2026Article
- A hypothalamic-brainstem activity sequence underlies arousal fluctuations during daytime drowsiness.bioRxiv : the preprint server for biology · 2026Article
- Refining RDoC Using Individual-Level Task fMRI Factor Models Reveals Reproducible and Clinically Relevant Brain-Wide Motifs.bioRxiv : the preprint server for biology · 2026Article
- Three parsimonious spatiotemporal patterns in cerebellum reveal individual traits in function and behavior.Nature communications · 2026Article
- UltraFast Layer-Resolved Encoding (uFLARE) functional MRI deciphers bidirectional signaling from spontaneous activity.Nature communications · 2026Article
- Global Signal Removal (GSR) as graph spatial filtering.bioRxiv : the preprint server for biology · 2026Article
- System identification and surrogate data analyses imply approximate Gaussianity and non-stationarity of resting-brain dynamics.bioRxiv : the preprint server for biology · 2026Article
- Cognition emerges from phase dynamics of intrinsic coordination.bioRxiv : the preprint server for biology · 2026Article
- Sleep alters neurovascular and hydrodynamic coupling in the human brain.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
53 more citing papers are in PubMed but not listed here.
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Funding
Abstract
Resting-state functional magnetic resonance imaging (MRI) has yielded seemingly disparate insights into large-scale organization of the human brain. The brain's large-scale organization can be divided into two broad categories: zero-lag representations of functional connectivity structure and time-lag representations of traveling wave or propagation structure. In this study, we sought to unify observed phenomena across these two categories in the form of three low-frequency spatiotemporal patterns composed of a mixture of standing and traveling wave dynamics. We showed that a range of empirical phenomena, including functional connectivity gradients, the task-positive/task-negative anti-correlation pattern, the global signal, time-lag propagation patterns, the quasiperiodic pattern and the functional connectome network structure, are manifestations of these three spatiotemporal patterns. These patterns account for much of the global spatial structure that underlies functional connectivity analyses and unifies phenomena in resting-state functional MRI previously thought distinct.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.