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Patterns of neuronal synchrony in higher-order networks
Soumen Majhi1, Samali Ghosh2, Palash Kumar Pal2
1Physics Department, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy.
Physics of Life Reviews
|January 3, 2025
Summary
Neuronal network synchrony, driven by pairwise and higher-order interactions, shapes brain function and dysfunction. Understanding these complex dynamics, including chimera states, is key to neurological research.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Complex Systems
Background:
- Neuronal synchrony is vital for cognition and motor control.
- Traditional focus on pairwise neuronal interactions is expanding to include higher-order interactions.
- Complex synchronous patterns, like chimera states, are observed in neuronal networks and linked to neurological disorders.
Purpose of the Study:
- To review how pairwise and higher-order interactions influence synchrony patterns in neuronal networks.
- To provide a comprehensive overview of connectivity mechanisms driving neuronal synchrony.
- To highlight the significance of synchronous states in neurological systems.
Main Methods:
- Review of existing literature on neuronal synchrony.
- Exploration of various connectivity mechanisms (e.g., temporal interactions, time-delayed coupling, adaptive communication).
- Analysis of key neuronal models (Hindmarsh-Rose, Hodgkin-Huxley, Sherman, FitzHugh-Nagumo).
Main Results:
- Both pairwise and higher-order interactions generate complex synchronous spatiotemporal patterns.
- Chimera states, characterized by coexisting synchronized and desynchronized activity, emerge from these interactions.
- Network structure and neuronal dynamics significantly influence the emergence and stability of synchrony patterns.
Conclusions:
- Understanding diverse synchrony patterns is crucial for neurological research.
- Higher-order interactions play a significant role in shaping network dynamics.
- Further research into neuronal synchrony can inform treatments for neurological disorders.
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