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On the Dynamics of the Spontaneous Activity in Neuronal Networks

Most neuronal networks, even in the absence of external stimuli, produce spontaneous bursts of spikes separated by periods of reduced activity. The origin and functional role of these neuronal events are still unclear. The present work shows that the spontaneous activity of two very different networ...

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Autores principales: Mazzoni, Alberto, Broccard, Frédéric D., Garcia-Perez, Elizabeth, Bonifazi, Paolo, Ruaro, Maria Elisabetta, Torre, Vincent
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1857824/
https://www.ncbi.nlm.nih.gov/pubmed/17502919
http://dx.doi.org/10.1371/journal.pone.0000439
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author Mazzoni, Alberto
Broccard, Frédéric D.
Garcia-Perez, Elizabeth
Bonifazi, Paolo
Ruaro, Maria Elisabetta
Torre, Vincent
author_facet Mazzoni, Alberto
Broccard, Frédéric D.
Garcia-Perez, Elizabeth
Bonifazi, Paolo
Ruaro, Maria Elisabetta
Torre, Vincent
author_sort Mazzoni, Alberto
collection PubMed
description Most neuronal networks, even in the absence of external stimuli, produce spontaneous bursts of spikes separated by periods of reduced activity. The origin and functional role of these neuronal events are still unclear. The present work shows that the spontaneous activity of two very different networks, intact leech ganglia and dissociated cultures of rat hippocampal neurons, share several features. Indeed, in both networks: i) the inter-spike intervals distribution of the spontaneous firing of single neurons is either regular or periodic or bursting, with the fraction of bursting neurons depending on the network activity; ii) bursts of spontaneous spikes have the same broad distributions of size and duration; iii) the degree of correlated activity increases with the bin width, and the power spectrum of the network firing rate has a 1/f behavior at low frequencies, indicating the existence of long-range temporal correlations; iv) the activity of excitatory synaptic pathways mediated by NMDA receptors is necessary for the onset of the long-range correlations and for the presence of large bursts; v) blockage of inhibitory synaptic pathways mediated by GABA(A) receptors causes instead an increase in the correlation among neurons and leads to a burst distribution composed only of very small and very large bursts. These results suggest that the spontaneous electrical activity in neuronal networks with different architectures and functions can have very similar properties and common dynamics.
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spelling pubmed-18578242007-05-14 On the Dynamics of the Spontaneous Activity in Neuronal Networks Mazzoni, Alberto Broccard, Frédéric D. Garcia-Perez, Elizabeth Bonifazi, Paolo Ruaro, Maria Elisabetta Torre, Vincent PLoS One Research Article Most neuronal networks, even in the absence of external stimuli, produce spontaneous bursts of spikes separated by periods of reduced activity. The origin and functional role of these neuronal events are still unclear. The present work shows that the spontaneous activity of two very different networks, intact leech ganglia and dissociated cultures of rat hippocampal neurons, share several features. Indeed, in both networks: i) the inter-spike intervals distribution of the spontaneous firing of single neurons is either regular or periodic or bursting, with the fraction of bursting neurons depending on the network activity; ii) bursts of spontaneous spikes have the same broad distributions of size and duration; iii) the degree of correlated activity increases with the bin width, and the power spectrum of the network firing rate has a 1/f behavior at low frequencies, indicating the existence of long-range temporal correlations; iv) the activity of excitatory synaptic pathways mediated by NMDA receptors is necessary for the onset of the long-range correlations and for the presence of large bursts; v) blockage of inhibitory synaptic pathways mediated by GABA(A) receptors causes instead an increase in the correlation among neurons and leads to a burst distribution composed only of very small and very large bursts. These results suggest that the spontaneous electrical activity in neuronal networks with different architectures and functions can have very similar properties and common dynamics. Public Library of Science 2007-05-09 /pmc/articles/PMC1857824/ /pubmed/17502919 http://dx.doi.org/10.1371/journal.pone.0000439 Text en Mazzoni et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Mazzoni, Alberto
Broccard, Frédéric D.
Garcia-Perez, Elizabeth
Bonifazi, Paolo
Ruaro, Maria Elisabetta
Torre, Vincent
On the Dynamics of the Spontaneous Activity in Neuronal Networks
title On the Dynamics of the Spontaneous Activity in Neuronal Networks
title_full On the Dynamics of the Spontaneous Activity in Neuronal Networks
title_fullStr On the Dynamics of the Spontaneous Activity in Neuronal Networks
title_full_unstemmed On the Dynamics of the Spontaneous Activity in Neuronal Networks
title_short On the Dynamics of the Spontaneous Activity in Neuronal Networks
title_sort on the dynamics of the spontaneous activity in neuronal networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1857824/
https://www.ncbi.nlm.nih.gov/pubmed/17502919
http://dx.doi.org/10.1371/journal.pone.0000439
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