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Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats
Accumulating evidence suggests that neural interactions are distributed and relate to animal behavior, but many open questions remain. The neural assembly hypothesis, formulated by Hebb, states that synchronously active single neurons may transiently organize into functional neural circuits—neuronal...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5768614/ https://www.ncbi.nlm.nih.gov/pubmed/29375324 http://dx.doi.org/10.3389/fncir.2017.00114 |
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author | Deolindo, Camila S. Kunicki, Ana C. B. da Silva, Maria I. Lima Brasil, Fabrício Moioli, Renan C. |
author_facet | Deolindo, Camila S. Kunicki, Ana C. B. da Silva, Maria I. Lima Brasil, Fabrício Moioli, Renan C. |
author_sort | Deolindo, Camila S. |
collection | PubMed |
description | Accumulating evidence suggests that neural interactions are distributed and relate to animal behavior, but many open questions remain. The neural assembly hypothesis, formulated by Hebb, states that synchronously active single neurons may transiently organize into functional neural circuits—neuronal assemblies (NAs)—and that would constitute the fundamental unit of information processing in the brain. However, the formation, vanishing, and temporal evolution of NAs are not fully understood. In particular, characterizing NAs in multiple brain regions over the course of behavioral tasks is relevant to assess the highly distributed nature of brain processing. In the context of NA characterization, active tactile discrimination tasks with rats are elucidative because they engage several cortical areas in the processing of information that are otherwise masked in passive or anesthetized scenarios. In this work, we investigate the dynamic formation of NAs within and among four different cortical regions in long-range fronto-parieto-occipital networks (primary somatosensory, primary visual, prefrontal, and posterior parietal cortices), simultaneously recorded from seven rats engaged in an active tactile discrimination task. Our results first confirm that task-related neuronal firing rate dynamics in all four regions is significantly modulated. Notably, a support vector machine decoder reveals that neural populations contain more information about the tactile stimulus than the majority of single neurons alone. Then, over the course of the task, we identify the emergence and vanishing of NAs whose participating neurons are shown to contain more information about animal behavior than randomly chosen neurons. Taken together, our results further support the role of multiple and distributed neurons as the functional unit of information processing in the brain (NA hypothesis) and their link to active animal behavior. |
format | Online Article Text |
id | pubmed-5768614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57686142018-01-26 Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats Deolindo, Camila S. Kunicki, Ana C. B. da Silva, Maria I. Lima Brasil, Fabrício Moioli, Renan C. Front Neural Circuits Neuroscience Accumulating evidence suggests that neural interactions are distributed and relate to animal behavior, but many open questions remain. The neural assembly hypothesis, formulated by Hebb, states that synchronously active single neurons may transiently organize into functional neural circuits—neuronal assemblies (NAs)—and that would constitute the fundamental unit of information processing in the brain. However, the formation, vanishing, and temporal evolution of NAs are not fully understood. In particular, characterizing NAs in multiple brain regions over the course of behavioral tasks is relevant to assess the highly distributed nature of brain processing. In the context of NA characterization, active tactile discrimination tasks with rats are elucidative because they engage several cortical areas in the processing of information that are otherwise masked in passive or anesthetized scenarios. In this work, we investigate the dynamic formation of NAs within and among four different cortical regions in long-range fronto-parieto-occipital networks (primary somatosensory, primary visual, prefrontal, and posterior parietal cortices), simultaneously recorded from seven rats engaged in an active tactile discrimination task. Our results first confirm that task-related neuronal firing rate dynamics in all four regions is significantly modulated. Notably, a support vector machine decoder reveals that neural populations contain more information about the tactile stimulus than the majority of single neurons alone. Then, over the course of the task, we identify the emergence and vanishing of NAs whose participating neurons are shown to contain more information about animal behavior than randomly chosen neurons. Taken together, our results further support the role of multiple and distributed neurons as the functional unit of information processing in the brain (NA hypothesis) and their link to active animal behavior. Frontiers Media S.A. 2018-01-11 /pmc/articles/PMC5768614/ /pubmed/29375324 http://dx.doi.org/10.3389/fncir.2017.00114 Text en Copyright © 2018 Deolindo, Kunicki, da Silva, Lima Brasil and Moioli. http://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) or licensor 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 Deolindo, Camila S. Kunicki, Ana C. B. da Silva, Maria I. Lima Brasil, Fabrício Moioli, Renan C. Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats |
title | Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats |
title_full | Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats |
title_fullStr | Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats |
title_full_unstemmed | Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats |
title_short | Neuronal Assemblies Evidence Distributed Interactions within a Tactile Discrimination Task in Rats |
title_sort | neuronal assemblies evidence distributed interactions within a tactile discrimination task in rats |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5768614/ https://www.ncbi.nlm.nih.gov/pubmed/29375324 http://dx.doi.org/10.3389/fncir.2017.00114 |
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