ArticleCommunications biology2022
Ensemble of coupling forms and networks among brain rhythms as function of states and cognition.
Article in Communications biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Neural rhythms as priors of speech computations.Patterns (New York, N.Y.) · 2026Article
- High-Pass Filtering through Short-Term Synaptic Facilitation Amplifies Low-Frequency Modulation of Bursting Input.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Network physiology in space: vision and perspectives on exploring physiological networks during spaceflight for the benefit of life on earth.Frontiers in network physiology · 2026Article
- A proposal for realizing cognitive functions using traveling waves, phase-locked and synchronized patterns, holography, neural mixing, and single sideband communications.Frontiers in computational neuroscience · 2026Article
- The amplitude-amplitude cross-frequency coupling method: a step-by-step guide to quantifying physiological network interactions.Frontiers in network physiology · 2026Article
- Harnessing theta waves: tACS as a breakthrough in alleviating post-stroke chronic pain.Frontiers in neuroscience · 2025Review
- Oscillatory components of bidirectional cardio-respiratory coupling in depression and suicidal ideation: insights from swarm decomposition and entropy analysis.Frontiers in network physiology · 2025Article
- Mutual information-based teamwork evaluation in real-world environments: an exploratory investigation with professional surgeons.Frontiers in network physiology · 2025Article
- Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data.Entropy (Basel, Switzerland) · 2024Article
- Assessment of Fractal Synchronization during an Epileptic Seizure.Entropy (Basel, Switzerland) · 2024Article
- Emerging cancer therapies: targeting physiological networks and cellular bioelectrical differences with non-thermal systemic electromagnetic fields in the human body - a comprehensive review.Frontiers in network physiology · 2024Review
- Network of muscle fibers activation facilitates inter-muscular coordination, adapts to fatigue and reflects muscle function.Communications biology · 2023Article
- Dysfunction of NRG1/ErbB4 Signaling in the Hippocampus Might Mediate Long-term Memory Decline After Systemic Inflammation.Molecular neurobiology · 2023Article
- Dynamic networks of cortico-muscular interactions in sleep and neurodegenerative disorders.Frontiers in network physiology · 2023Article
- Case report: Cortico-ocular interaction networks in NBA2K.Frontiers in network physiology · 2023Article
- Extreme conditions affect neuronal oscillations of cerebral cortices in humans in the China Space Station and on Earth.Communications biology · 2022Article
- Inter-muscular networks of synchronous muscle fiber activation.Frontiers in network physiology · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
The current paradigm in brain research focuses on individual brain rhythms, their spatiotemporal organization, and specific pairwise interactions in association with physiological states, cognitive functions, and pathological conditions. Here we propose a conceptually different approach to understanding physiologic function as emerging behavior from communications among distinct brain rhythms. We hypothesize that all brain rhythms coordinate as a network to generate states and facilitate functions. We analyze healthy subjects during rest, exercise, and cognitive tasks and show that synchronous modulation in the micro-architecture of brain rhythms mediates their cross-communications. We discover that brain rhythms interact through an ensemble of coupling forms, universally observed across cortical areas, uniquely defining each physiological state. We demonstrate that a dynamic network regulates the collective behavior of brain rhythms and that network topology and links strength hierarchically reorganize with transitions across states, indicating that brain-rhythm interactions play an essential role in generating physiological states and cognition.
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Registered trials
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.