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Propagation of temporal and rate signals in cultured multilayer networks

Analyses of idealized feedforward networks suggest that several conditions have to be satisfied in order for activity to propagate faithfully across layers. Verifying these concepts experimentally has been difficult owing to the vast number of variables that must be controlled. Here, we cultured cor...

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Autores principales: Barral, Jérémie, Wang, Xiao-Jing, Reyes, Alex D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722076/
https://www.ncbi.nlm.nih.gov/pubmed/31481671
http://dx.doi.org/10.1038/s41467-019-11851-0
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author Barral, Jérémie
Wang, Xiao-Jing
Reyes, Alex D.
author_facet Barral, Jérémie
Wang, Xiao-Jing
Reyes, Alex D.
author_sort Barral, Jérémie
collection PubMed
description Analyses of idealized feedforward networks suggest that several conditions have to be satisfied in order for activity to propagate faithfully across layers. Verifying these concepts experimentally has been difficult owing to the vast number of variables that must be controlled. Here, we cultured cortical neurons in a chamber with sequentially connected compartments, optogenetically stimulated individual neurons in the first layer with high spatiotemporal resolution, and then monitored the subthreshold and suprathreshold potentials in subsequent layers. Brief stimuli delivered to the first layer evoked a short-latency transient response followed by sustained activity. Rate signals, carried by the sustained component, propagated reliably through 4 layers, unlike idealized feedforward networks, which tended strongly towards synchrony. Moreover, temporal jitter in the stimulus was transformed into a rate code and transmitted to the last layer. This novel mode of propagation occurred in the balanced excitatory-inhibitory regime and is mediated by NMDA-mediated receptors and recurrent activity.
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spelling pubmed-67220762019-09-05 Propagation of temporal and rate signals in cultured multilayer networks Barral, Jérémie Wang, Xiao-Jing Reyes, Alex D. Nat Commun Article Analyses of idealized feedforward networks suggest that several conditions have to be satisfied in order for activity to propagate faithfully across layers. Verifying these concepts experimentally has been difficult owing to the vast number of variables that must be controlled. Here, we cultured cortical neurons in a chamber with sequentially connected compartments, optogenetically stimulated individual neurons in the first layer with high spatiotemporal resolution, and then monitored the subthreshold and suprathreshold potentials in subsequent layers. Brief stimuli delivered to the first layer evoked a short-latency transient response followed by sustained activity. Rate signals, carried by the sustained component, propagated reliably through 4 layers, unlike idealized feedforward networks, which tended strongly towards synchrony. Moreover, temporal jitter in the stimulus was transformed into a rate code and transmitted to the last layer. This novel mode of propagation occurred in the balanced excitatory-inhibitory regime and is mediated by NMDA-mediated receptors and recurrent activity. Nature Publishing Group UK 2019-09-03 /pmc/articles/PMC6722076/ /pubmed/31481671 http://dx.doi.org/10.1038/s41467-019-11851-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Barral, Jérémie
Wang, Xiao-Jing
Reyes, Alex D.
Propagation of temporal and rate signals in cultured multilayer networks
title Propagation of temporal and rate signals in cultured multilayer networks
title_full Propagation of temporal and rate signals in cultured multilayer networks
title_fullStr Propagation of temporal and rate signals in cultured multilayer networks
title_full_unstemmed Propagation of temporal and rate signals in cultured multilayer networks
title_short Propagation of temporal and rate signals in cultured multilayer networks
title_sort propagation of temporal and rate signals in cultured multilayer networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722076/
https://www.ncbi.nlm.nih.gov/pubmed/31481671
http://dx.doi.org/10.1038/s41467-019-11851-0
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