Emergence of local synchronization in neuronal networks with adaptive couplings

Local synchronization, both prolonged and transient, of oscillatory neuronal behavior in cortical networks plays a fundamental role in many aspects of perception and cognition. Here we study networks of Hindmarsh-Rose neurons with a new type of adaptive coupling, and show that these networks naturally produce both permanent and transient synchronization of local clusters of neurons. These deterministic systems exhibit complex dynamics with 1/fη power spectra, which appears to be a consequence of a novel form of self-organized criticality.

• Publication year

  2017

• Venue

  PLoS ONE

• Publication date

  2017-06-02

• Fields of study

  Medicine, Physics, Mathematics

• Identifiers
  DOI 10.1371/journal.pone.0178975PMID 28575125PMCID 5456398
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Stimulus-dependent synchronization in delayed-coupled neuronal networks

  2016cited by this paper
• Activity-dependent plasticity of electrical synapses: increasing evidence for its presence and functional roles in the mammalian brain

  2016cited by this paper
• A review for dynamics of collective behaviors of network of neurons

  2015cited by this paper
• Pattern selection in neuronal network driven by electric autapses with diversity in time delays

  2015cited by this paper
• The ever-changing electrical synapse.

  2014cited by this paper
• The frustrated brain: from dynamics on motifs to communities and networks

  2014cited by this paper
• Frustrated hierarchical synchronization and emergent complexity in the human connectome network

  2014cited by this paper
• Synaptically Induced Long-Term Modulation of Electrical Coupling in the Inferior Olive

  2014cited by this paper
• Gap junction-mediated electrical transmission: regulatory mechanisms and plasticity.

  2013cited by this paper
• Synchronous dynamics in the presence of short-term plasticity

  2013cited by this paper
• Cooperative dynamics in neuronal networks

  2013cited by this paper
• Simulating the formation of spiral wave in the neuronal system

  2013cited by this paper
• Climbing Fiber Burst Size and Olivary Sub-threshold Oscillations in a Network Setting

  2012cited by this paper
• Effect of synaptic plasticity on the structure and dynamics of disordered networks of coupled neurons.

  2012cited by this paper
• Neurobiologically Realistic Determinants of Self-Organized Criticality in Networks of Spiking Neurons

  2011cited by this paper
• Emergent multistability and frustration in phase-repulsive networks of oscillators.

  2011cited by this paper
• The role of phase synchronization in memory processes

  2011cited by this paper
• ELECTRICAL SYNAPSES IN THE MAMMALIAN BRAIN

  2010cited by this paper
• Single phase-slip junction site can synchronize a parallel superconducting array of linearly coupled Josephson junctions

  2010cited by this paper
• Emergent complex neural dynamics

  2010cited by this paper
• Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities

  2009cited by this paper
• Organized flight in birds

  2009cited by this paper
• Neural Synchrony in Cortical Networks: History, Concept and Current Status

  2009cited by this paper
• Dispersion and time delay effects in synchronized spike–burst networks

  2008cited by this paper
• Synchronization in complex networks

  2008cited by this paper
• The Hindmarsh-Rose neuron model: bifurcation analysis and piecewise-linear approximations.

  2008cited by this paper
• Multistability in the Kuramoto model with synaptic plasticity.

  2007cited by this paper
• Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology.

  2006cited by this paper
• Plasticity in the human central nervous system.

  2006cited by this paper
• Block of Inferior Olive Gap Junctional Coupling Decreases Purkinje Cell Complex Spike Synchrony and Rhythmicity

  2006cited by this paper
• Long-Term Modulation of Electrical Synapses in the Mammalian Thalamus

  2005cited by this paper
• Synchronization of bursting neurons: what matters in the network topology.

  2005cited by this paper
• Automatic control of phase synchronization in coupled complex oscillators

  2005cited by this paper
• Electrical synapses define networks of neocortical GABAergic neurons.

  2005cited by this paper
• Role of gap junctions in synchronized neuronal oscillations in the inferior olive.

  2005cited by this paper
• Critical brain networks

  2004cited by this paper
• Electrical coupling and neuronal synchronization in the Mammalian brain.

  2004cited by this paper
• Electrical synapses in the mammalian brain.

  2004cited by this paper
• Transitions to synchrony in coupled bursting neurons.

  2004cited by this paper
• Organization, development and function of complex brain networks.

  2004cited by this paper
• Neuronal Avalanches in Neocortical Circuits

  2003cited by this paper
• Fast synaptic inhibition promotes synchronized gamma oscillations in hippocampal interneuron networks

  2002cited by this paper
• Long-Range Temporal Correlations and Scaling Behavior in Human Brain Oscillations

  2001cited by this paper
• Synchronous activity of inhibitory networks in neocortex requires electrical synapses containing connexin36.

  2001cited by this paper
• From Kuramoto to Crawford: exploring the onset of synchronization in populations of coupled oscillators

  2000cited by this paper
• Self-organizing processes: The sound of many hands clapping

  2000cited by this paper
• High-frequency population oscillations are predicted to occur in hippocampal pyramidal neuronal networks interconnected by axoaxonal gap junctions.

  1999cited by this paper
• The What and Why of Binding: Review The Modeler's Perspective

  1999cited by this paper
• Perception's shadow: long-distance synchronization of human brain activity

  1999cited by this paper
• The what and why of binding: the modeler's perspective.

  1999cited by this paper
• Emergence of Scaling in Random Networks

  1999cited by this paper
• Emergence of scaling in random networks

  1999cited by this paper
• Frequency locking in Josephson arrays: Connection with the Kuramoto model

  1998cited by this paper
• Collective dynamics of ‘small-world’ networks

  1998cited by this paper
• Low-amplitude oscillations in the inferior olive: a model based on electrical coupling of neurons with heterogeneous channel densities.

  1997cited by this paper
• Visuomotor integration is associated with zero time-lag synchronization among cortical areas

  1997cited by this paper
• Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs

  1997cited by this paper
• Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs

  1997cited by this paper
• Synchronization transitions in a disordered Josephson series array.

  1996cited by this paper
• Stimulus-dependent synchronization of neuronal responses in the visual cortex of the awake macaque monkey

  1996cited by this paper
• Model of synchronized population bursts in electrically coupled interneurons containing active dendritic conductances

  1995cited by this paper
• Theory of phase locking of globally coupled laser arrays.

  1995cited by this paper
• A synaptic model of memory: long-term potentiation in the hippocampus

  1993cited by this paper
• Numerical simulation of a large number of coupled lasers

  1993cited by this paper
• Quasi-optical power combining using mutually synchronized oscillator arrays

  1991cited by this paper
• Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties

  1989cited by this paper
• Self-organized criticality.

  1988cited by this paper
• Self-organized criticality: An explanation of the 1/f noise.

  1987cited by this paper
• A model of neuronal bursting using three coupled first order differential equations

  1984cited by this paper
• A model of the nerve impulse using two first-order differential equations

  1982cited by this paper
• Acoustic Synchrony: Two Mechanisms in the Snowy Tree Cricket

  1969cited by this paper
• The organization of behavior: A neuropsychological theory

  1951cited by this paper
• ReviewNeural Synchrony in Brain Disorders : Relevance for Cognitive Dysfunctions and Pathophysiology

  year unknowncited by this paper

• Emergence and regulation of spiral waves in a neuronal network with adaptive synaptic current

  2025cites this paper
• Turing patterns on adaptive networks

  2025cites this paper
• Enhancing cluster synchronization in phase-lagged multilayer networks

  2025cites this paper
• The dynamic influence of temperature and electrical stimulation on seizures

  2025cites this paper
• Short-term plasticity promotes synchronization of coupled chaotic oscillators in excitatory-inhibitory networks.

  2025cites this paper
• Optimal state-flipped control and learning for synchronization of probabilistic Boolean networks.

  2025cites this paper
• Hyperchaos and complex dynamical regimes in N-dimensional neuron lattices

  2025cites this paper
• Self-regulation of a network of Kuramoto oscillators

  2024cites this paper
• Patterns of synchronized clusters in adaptive networks

  2024cites this paper
• Hebbian and anti-Hebbian adaptation-induced dynamical states in adaptive networks.

  2024cites this paper
• Adaptive dynamical networks

  2023cites this paper
• Dynamics of Hindmarsh-Rose neurons connected via adaptive memristive synapse

  2023cites this paper
• Perspectives on adaptive dynamical systems.

  2023cites this paper
• Asymptotically local synchronization in interdependent networks with unidirectional interlinks

  2022cites this paper
• Blinking coupling enhances network synchronization.

  2022cites this paper
• Synchronization of Fractional-Order Uncertain Delayed Neural Networks with an Event-Triggered Communication Scheme

  2022cites this paper
• Patterns of Synchrony in Complex Networks of Adaptively Coupled Oscillators

  2021cites this paper
• Interlayer synchronization in time-varying Kuramoto-Sakaguchi networks

  2021cites this paper
• Synchronization of a nonlinear oscillator with a sum signal from equivalent oscillators

  2021cites this paper
• Exotic states induced by coevolving connection weights and phases in complex networks.

  2021cites this paper
• Introduction

  2021cites this paper
• Multicluster States in Adaptive Networks of Coupled Phase Oscillators

  2021cites this paper
• Synchronization in Networks With Heterogeneous Adaptation Rules and Applications to Distance-Dependent Synaptic Plasticity

  2021cites this paper
• A model integrating multiple processes of synchronization and coherence for information instantiation within a cortical area

  2021cites this paper
• What adaptive neuronal networks teach us about power grids.

  2020cites this paper
• Synchronization of chemo-mechanical oscillators

  2020cites this paper
• Desynchronization Transitions in Adaptive Networks.

  2020cites this paper
• Amplification of explosive width in complex networks.

  2020cites this paper
• Solitary states in adaptive nonlocal oscillator networks

  2019cites this paper
• Designing pinning network controllability for interdependent dynamical networks

  2018cites this paper
• Gap junction plasticity as a mechanism to regulate network-wide oscillations

  2017cites this paper