Literature DB >> 32049596

Progressive alignment of inhibitory and excitatory delay may drive a rapid developmental switch in cortical network dynamics.

Alberto Romagnoni1,2,3, Matthew T Colonnese4, Jonathan D Touboul5, Boris S Gutkin1,6.   

Abstract

Nervous system maturation occurs on multiple levels-synaptic, circuit, and network-at divergent timescales. For example, many synaptic properties mature gradually, whereas emergent network dynamics can change abruptly. Here we combine experimental and theoretical approaches to investigate a sudden transition in spontaneous and sensory evoked thalamocortical activity necessary for the development of vision. Inspired by in vivo measurements of timescales and amplitudes of synaptic currents, we extend the Wilson and Cowan model to take into account the relative onset timing and amplitudes of inhibitory and excitatory neural population responses. We study this system as these parameters are varied within amplitudes and timescales consistent with developmental observations to identify the bifurcations of the dynamics that might explain the network behaviors in vivo. Our findings indicate that the inhibitory timing is a critical determinant of thalamocortical activity maturation; a gradual decay of the ratio of inhibitory to excitatory onset time drives the system through a bifurcation that leads to a sudden switch of the network spontaneous activity from high-amplitude oscillations to a nonoscillatory active state. This switch also drives a change from a threshold bursting to linear response to transient stimuli, also consistent with in vivo observation. Thus we show that inhibitory timing is likely critical to the development of network dynamics and may underlie rapid changes in activity without similarly rapid changes in the underlying synaptic and cellular parameters.NEW & NOTEWORTHY Relying on a generalization of the Wilson-Cowan model, which allows a solid analytic foundation for the understanding of the link between maturation of inhibition and network dynamics, we propose a potential explanation for the role of developing excitatory/inhibitory synaptic delays in mediating a sudden switch in thalamocortical visual activity preceding vision onset.

Entities:  

Keywords:  cortex; development; mean fields; neural networks

Year:  2020        PMID: 32049596      PMCID: PMC8086634          DOI: 10.1152/jn.00402.2019

Source DB:  PubMed          Journal:  J Neurophysiol        ISSN: 0022-3077            Impact factor:   2.714


  54 in total

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Review 5.  A role for correlated spontaneous activity in the assembly of neural circuits.

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Review 6.  Development of GABA innervation in the cerebral and cerebellar cortices.

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9.  Inverse Stochastic Resonance in Cerebellar Purkinje Cells.

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10.  Developmental Emergence of Sparse Coding: A Dynamic Systems Approach.

Authors:  Vahid Rahmati; Knut Kirmse; Knut Holthoff; Lars Schwabe; Stefan J Kiebel
Journal:  Sci Rep       Date:  2017-10-12       Impact factor: 4.379

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