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Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population

Synchronization between neuronal populations is hypothesized to play a crucial role in the communication between brain networks. The binding of features, or the association of computations occurring in spatially segregated areas, is supposed to take place when a stable synchronization between cortic...

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Autores principales: Sánchez-Claros, Jaime, Pariz, Aref, Valizadeh, Alireza, Canals, Santiago, Mirasso, Claudio R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357994/
https://www.ncbi.nlm.nih.gov/pubmed/34393731
http://dx.doi.org/10.3389/fnsys.2021.705371
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author Sánchez-Claros, Jaime
Pariz, Aref
Valizadeh, Alireza
Canals, Santiago
Mirasso, Claudio R.
author_facet Sánchez-Claros, Jaime
Pariz, Aref
Valizadeh, Alireza
Canals, Santiago
Mirasso, Claudio R.
author_sort Sánchez-Claros, Jaime
collection PubMed
description Synchronization between neuronal populations is hypothesized to play a crucial role in the communication between brain networks. The binding of features, or the association of computations occurring in spatially segregated areas, is supposed to take place when a stable synchronization between cortical areas occurs. While a direct cortico-cortical connection typically fails to support this mechanism, the participation of a third area, a relay element, mediating in the communication was proposed to overcome this limitation. Among the different structures that could play the role of coordination during the binding process, the thalamus is the best placed region to carry out this task. In this paper we study how information flows in a canonical motif that mimics a cortico-thalamo-cortical circuit composed by three mutually coupled neuronal populations (also called the V-motif). Through extensive numerical simulations, we found that the amount of information transferred between the oscillating neuronal populations is determined by the delay in their connections and the mismatch in their oscillation frequencies (detuning). While the transmission from a cortical population is mostly restricted to positive detuning, transmission from the relay (thalamic) population to the cortical populations is robust for a broad range of detuning values, including negative values, while permitting feedback communication from the cortex at high frequencies, thus supporting robust bottom up and top down interaction. In this case, a strong feedback transmission between the cortex to thalamus supports the possibility of robust bottom-up and top-down interactions in this motif. Interestingly, adding a cortico-cortical bidirectional connection to the V-motif (C-motif) expands the dynamics of the system with distinct operation modes. While overall transmission efficiency is decreased, new communication channels establish cortico-thalamo-cortical association loops. Switching between operation modes depends on the synaptic strength of the cortico-cortical connections. Our results support a role of the transthalamic V-motif in the binding of spatially segregated cortical computations, and suggest an important regulatory role of the direct cortico-cortical connection.
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spelling pubmed-83579942021-08-13 Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population Sánchez-Claros, Jaime Pariz, Aref Valizadeh, Alireza Canals, Santiago Mirasso, Claudio R. Front Syst Neurosci Neuroscience Synchronization between neuronal populations is hypothesized to play a crucial role in the communication between brain networks. The binding of features, or the association of computations occurring in spatially segregated areas, is supposed to take place when a stable synchronization between cortical areas occurs. While a direct cortico-cortical connection typically fails to support this mechanism, the participation of a third area, a relay element, mediating in the communication was proposed to overcome this limitation. Among the different structures that could play the role of coordination during the binding process, the thalamus is the best placed region to carry out this task. In this paper we study how information flows in a canonical motif that mimics a cortico-thalamo-cortical circuit composed by three mutually coupled neuronal populations (also called the V-motif). Through extensive numerical simulations, we found that the amount of information transferred between the oscillating neuronal populations is determined by the delay in their connections and the mismatch in their oscillation frequencies (detuning). While the transmission from a cortical population is mostly restricted to positive detuning, transmission from the relay (thalamic) population to the cortical populations is robust for a broad range of detuning values, including negative values, while permitting feedback communication from the cortex at high frequencies, thus supporting robust bottom up and top down interaction. In this case, a strong feedback transmission between the cortex to thalamus supports the possibility of robust bottom-up and top-down interactions in this motif. Interestingly, adding a cortico-cortical bidirectional connection to the V-motif (C-motif) expands the dynamics of the system with distinct operation modes. While overall transmission efficiency is decreased, new communication channels establish cortico-thalamo-cortical association loops. Switching between operation modes depends on the synaptic strength of the cortico-cortical connections. Our results support a role of the transthalamic V-motif in the binding of spatially segregated cortical computations, and suggest an important regulatory role of the direct cortico-cortical connection. Frontiers Media S.A. 2021-07-29 /pmc/articles/PMC8357994/ /pubmed/34393731 http://dx.doi.org/10.3389/fnsys.2021.705371 Text en Copyright © 2021 Sánchez-Claros, Pariz, Valizadeh, Canals and Mirasso. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Sánchez-Claros, Jaime
Pariz, Aref
Valizadeh, Alireza
Canals, Santiago
Mirasso, Claudio R.
Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
title Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
title_full Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
title_fullStr Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
title_full_unstemmed Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
title_short Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population
title_sort information transmission in delay-coupled neuronal circuits in the presence of a relay population
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357994/
https://www.ncbi.nlm.nih.gov/pubmed/34393731
http://dx.doi.org/10.3389/fnsys.2021.705371
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