Selective Participation of Single Cortical Neurons in Neuronal Avalanches

Neuronal avalanches are scale-invariant neuronal population activity patterns in the cortex that emerge in vivo in the awake state and in vitro during balanced excitation and inhibition. Theory and experiments suggest that avalanches indicate a state of cortex that improves numerous aspects of infor...

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Main Authors: Timothy Bellay, Woodrow L. Shew, Shan Yu, Jessica J. Falco-Walter, Dietmar Plenz
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Neural Circuits
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fncir.2020.620052/full
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author Timothy Bellay
Timothy Bellay
Woodrow L. Shew
Shan Yu
Jessica J. Falco-Walter
Dietmar Plenz
author_facet Timothy Bellay
Timothy Bellay
Woodrow L. Shew
Shan Yu
Jessica J. Falco-Walter
Dietmar Plenz
author_sort Timothy Bellay
collection DOAJ
description Neuronal avalanches are scale-invariant neuronal population activity patterns in the cortex that emerge in vivo in the awake state and in vitro during balanced excitation and inhibition. Theory and experiments suggest that avalanches indicate a state of cortex that improves numerous aspects of information processing by allowing for the transient and selective formation of local as well as system-wide spanning neuronal groups. If avalanches are indeed involved with information processing, one might expect that single neurons would participate in avalanche patterns selectively. Alternatively, all neurons could participate proportionally to their own activity in each avalanche as would be expected for a population rate code. Distinguishing these hypotheses, however, has been difficult as robust avalanche analysis requires technically challenging measures of their intricate organization in space and time at the population level, while also recording sub- or suprathreshold activity from individual neurons with high temporal resolution. Here, we identify repeated avalanches in the ongoing local field potential (LFP) measured with high-density microelectrode arrays in the cortex of awake nonhuman primates and in acute cortex slices from young and adult rats. We studied extracellular unit firing in vivo and intracellular responses of pyramidal neurons in vitro. We found that single neurons participate selectively in specific LFP-based avalanche patterns. Furthermore, we show in vitro that manipulating the balance of excitation and inhibition abolishes this selectivity. Our results support the view that avalanches represent the selective, scale-invariant formation of neuronal groups in line with the idea of Hebbian cell assemblies underlying cortical information processing.
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spelling doaj.art-b9bf8307d02f455fbe774d7e4052d2522022-12-21T22:12:11ZengFrontiers Media S.A.Frontiers in Neural Circuits1662-51102021-01-011410.3389/fncir.2020.620052620052Selective Participation of Single Cortical Neurons in Neuronal AvalanchesTimothy Bellay0Timothy Bellay1Woodrow L. Shew2Shan Yu3Jessica J. Falco-Walter4Dietmar Plenz5Section on Critical Brain Dynamics, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, United StatesDepartment of Neuroscience, Brown University, Providence, RI, United StatesSection on Critical Brain Dynamics, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, United StatesSection on Critical Brain Dynamics, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, United StatesSection on Critical Brain Dynamics, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, United StatesSection on Critical Brain Dynamics, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, United StatesNeuronal avalanches are scale-invariant neuronal population activity patterns in the cortex that emerge in vivo in the awake state and in vitro during balanced excitation and inhibition. Theory and experiments suggest that avalanches indicate a state of cortex that improves numerous aspects of information processing by allowing for the transient and selective formation of local as well as system-wide spanning neuronal groups. If avalanches are indeed involved with information processing, one might expect that single neurons would participate in avalanche patterns selectively. Alternatively, all neurons could participate proportionally to their own activity in each avalanche as would be expected for a population rate code. Distinguishing these hypotheses, however, has been difficult as robust avalanche analysis requires technically challenging measures of their intricate organization in space and time at the population level, while also recording sub- or suprathreshold activity from individual neurons with high temporal resolution. Here, we identify repeated avalanches in the ongoing local field potential (LFP) measured with high-density microelectrode arrays in the cortex of awake nonhuman primates and in acute cortex slices from young and adult rats. We studied extracellular unit firing in vivo and intracellular responses of pyramidal neurons in vitro. We found that single neurons participate selectively in specific LFP-based avalanche patterns. Furthermore, we show in vitro that manipulating the balance of excitation and inhibition abolishes this selectivity. Our results support the view that avalanches represent the selective, scale-invariant formation of neuronal groups in line with the idea of Hebbian cell assemblies underlying cortical information processing.https://www.frontiersin.org/articles/10.3389/fncir.2020.620052/fullnonhuman primateratprefrontal cortexprimary motor cortexhigh-density microelectrode arraylocal field potential
spellingShingle Timothy Bellay
Timothy Bellay
Woodrow L. Shew
Shan Yu
Jessica J. Falco-Walter
Dietmar Plenz
Selective Participation of Single Cortical Neurons in Neuronal Avalanches
Frontiers in Neural Circuits
nonhuman primate
rat
prefrontal cortex
primary motor cortex
high-density microelectrode array
local field potential
title Selective Participation of Single Cortical Neurons in Neuronal Avalanches
title_full Selective Participation of Single Cortical Neurons in Neuronal Avalanches
title_fullStr Selective Participation of Single Cortical Neurons in Neuronal Avalanches
title_full_unstemmed Selective Participation of Single Cortical Neurons in Neuronal Avalanches
title_short Selective Participation of Single Cortical Neurons in Neuronal Avalanches
title_sort selective participation of single cortical neurons in neuronal avalanches
topic nonhuman primate
rat
prefrontal cortex
primary motor cortex
high-density microelectrode array
local field potential
url https://www.frontiersin.org/articles/10.3389/fncir.2020.620052/full
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AT jessicajfalcowalter selectiveparticipationofsinglecorticalneuronsinneuronalavalanches
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