Literature DB >> 22262904

Maximal variability of phase synchrony in cortical networks with neuronal avalanches.

Hongdian Yang1, Woodrow L Shew, Rajarshi Roy, Dietmar Plenz.   

Abstract

Ongoing interactions among cortical neurons often manifest as network-level synchrony. Understanding the spatiotemporal dynamics of such spontaneous synchrony is important because it may (1) influence network response to input, (2) shape activity-dependent microcircuit structure, and (3) reveal fundamental network properties, such as an imbalance of excitation (E) and inhibition (I). Here we delineate the spatiotemporal character of spontaneous synchrony in rat cortex slice cultures and a computational model over a range of different E-I conditions including disfacilitated (antagonized AMPA, NMDA receptors), unperturbed, and disinhibited (antagonized GABA(A) receptors). Local field potential was recorded with multielectrode arrays during spontaneous burst activity. Synchrony among neuronal groups was quantified based on phase-locking among recording sites. As network excitability was increased from low to high, we discovered three phenomena at an intermediate excitability level: (1) onset of synchrony, (2) maximized variability of synchrony, and (3) neuronal avalanches. Our computational model predicted that these three features occur when the network operates near a unique balanced E-I condition called "criticality." These results were invariant to changes in the measurement spatial extent, spatial resolution, and frequency bands. Our findings indicate that moderate average synchrony, which is required to avoid pathology, occurs over a limited range of E-I conditions and emerges together with maximally variable synchrony. If variable synchrony is detrimental to cortical function, this is a cost paid for moderate average synchrony. However, if variable synchrony is beneficial, then by operating near criticality the cortex may doubly benefit from moderate mean and maximized variability of synchrony.

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Year:  2012        PMID: 22262904      PMCID: PMC3319677          DOI: 10.1523/JNEUROSCI.2771-11.2012

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  56 in total

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3.  On synchrony of weakly coupled neurons at low firing rate.

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Review 4.  Exploring complex networks.

Authors:  S H Strogatz
Journal:  Nature       Date:  2001-03-08       Impact factor: 49.962

Review 5.  Traveling electrical waves in cortex: insights from phase dynamics and speculation on a computational role.

Authors:  G B Ermentrout; D Kleinfeld
Journal:  Neuron       Date:  2001-01       Impact factor: 17.173

6.  Spontaneously emerging cortical representations of visual attributes.

Authors:  Tal Kenet; Dmitri Bibitchkov; Misha Tsodyks; Amiram Grinvald; Amos Arieli
Journal:  Nature       Date:  2003-10-30       Impact factor: 49.962

7.  Change in pattern of ongoing cortical activity with auditory category learning.

Authors:  F W Ohl; H Scheich; W J Freeman
Journal:  Nature       Date:  2001-08-16       Impact factor: 49.962

8.  Neuronal avalanches in neocortical circuits.

Authors:  John M Beggs; Dietmar Plenz
Journal:  J Neurosci       Date:  2003-12-03       Impact factor: 6.167

9.  Abnormal neural synchrony in schizophrenia.

Authors:  Kevin M Spencer; Paul G Nestor; Margaret A Niznikiewicz; Dean F Salisbury; Martha E Shenton; Robert W McCarley
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Review 10.  Neocortical seizures: initiation, development and cessation.

Authors:  I Timofeev; M Steriade
Journal:  Neuroscience       Date:  2004       Impact factor: 3.590

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  82 in total

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Review 4.  A neural network model of reliably optimized spike transmission.

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6.  Network activity influences the subthreshold and spiking visual responses of pyramidal neurons in the three-layer turtle cortex.

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7.  Induced cortical oscillations in turtle cortex are coherent at the mesoscale of population activity, but not at the microscale of the membrane potential of neurons.

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8.  Adaptation modulates correlated subthreshold response variability in visual cortex.

Authors:  Nathaniel C Wright; Mahmood S Hoseini; Ralf Wessel
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9.  Individual Cortical Entropy Profile: Test-Retest Reliability, Predictive Power for Cognitive Ability, and Neuroanatomical Foundation.

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Review 10.  Moment-to-moment brain signal variability: a next frontier in human brain mapping?

Authors:  Douglas D Garrett; Gregory R Samanez-Larkin; Stuart W S MacDonald; Ulman Lindenberger; Anthony R McIntosh; Cheryl L Grady
Journal:  Neurosci Biobehav Rev       Date:  2013-03-01       Impact factor: 8.989

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