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High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons
The manner in which populations of inhibitory (INH) and excitatory (EXC) neocortical neurons collectively encode stimulus-related information is a fundamental, yet still unresolved question. Here we address this question by simultaneously recording with large-scale multi-electrode arrays (of up to 1...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4476555/ https://www.ncbi.nlm.nih.gov/pubmed/26098109 http://dx.doi.org/10.1371/journal.pcbi.1004121 |
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author | Reyes-Puerta, Vicente Kim, Suam Sun, Jyh-Jang Imbrosci, Barbara Kilb, Werner Luhmann, Heiko J. |
author_facet | Reyes-Puerta, Vicente Kim, Suam Sun, Jyh-Jang Imbrosci, Barbara Kilb, Werner Luhmann, Heiko J. |
author_sort | Reyes-Puerta, Vicente |
collection | PubMed |
description | The manner in which populations of inhibitory (INH) and excitatory (EXC) neocortical neurons collectively encode stimulus-related information is a fundamental, yet still unresolved question. Here we address this question by simultaneously recording with large-scale multi-electrode arrays (of up to 128 channels) the activity of cell ensembles (of up to 74 neurons) distributed along all layers of 3–4 neighboring cortical columns in the anesthetized adult rat somatosensory barrel cortex in vivo. Using two different whisker stimulus modalities (location and frequency) we show that individual INH neurons – classified as such according to their distinct extracellular spike waveforms – discriminate better between restricted sets of stimuli (≤6 stimulus classes) than EXC neurons in granular and infra-granular layers. We also demonstrate that ensembles of INH cells jointly provide as much information about such stimuli as comparable ensembles containing the ~20% most informative EXC neurons, however presenting less information redundancy – a result which was consistent when applying both theoretical information measurements and linear discriminant analysis classifiers. These results suggest that a consortium of INH neurons dominates the information conveyed to the neocortical network, thereby efficiently processing incoming sensory activity. This conclusion extends our view on the role of the inhibitory system to orchestrate cortical activity. |
format | Online Article Text |
id | pubmed-4476555 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44765552015-06-25 High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons Reyes-Puerta, Vicente Kim, Suam Sun, Jyh-Jang Imbrosci, Barbara Kilb, Werner Luhmann, Heiko J. PLoS Comput Biol Research Article The manner in which populations of inhibitory (INH) and excitatory (EXC) neocortical neurons collectively encode stimulus-related information is a fundamental, yet still unresolved question. Here we address this question by simultaneously recording with large-scale multi-electrode arrays (of up to 128 channels) the activity of cell ensembles (of up to 74 neurons) distributed along all layers of 3–4 neighboring cortical columns in the anesthetized adult rat somatosensory barrel cortex in vivo. Using two different whisker stimulus modalities (location and frequency) we show that individual INH neurons – classified as such according to their distinct extracellular spike waveforms – discriminate better between restricted sets of stimuli (≤6 stimulus classes) than EXC neurons in granular and infra-granular layers. We also demonstrate that ensembles of INH cells jointly provide as much information about such stimuli as comparable ensembles containing the ~20% most informative EXC neurons, however presenting less information redundancy – a result which was consistent when applying both theoretical information measurements and linear discriminant analysis classifiers. These results suggest that a consortium of INH neurons dominates the information conveyed to the neocortical network, thereby efficiently processing incoming sensory activity. This conclusion extends our view on the role of the inhibitory system to orchestrate cortical activity. Public Library of Science 2015-06-22 /pmc/articles/PMC4476555/ /pubmed/26098109 http://dx.doi.org/10.1371/journal.pcbi.1004121 Text en © 2015 Reyes-Puerta 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 Reyes-Puerta, Vicente Kim, Suam Sun, Jyh-Jang Imbrosci, Barbara Kilb, Werner Luhmann, Heiko J. High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons |
title | High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons |
title_full | High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons |
title_fullStr | High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons |
title_full_unstemmed | High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons |
title_short | High Stimulus-Related Information in Barrel Cortex Inhibitory Interneurons |
title_sort | high stimulus-related information in barrel cortex inhibitory interneurons |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4476555/ https://www.ncbi.nlm.nih.gov/pubmed/26098109 http://dx.doi.org/10.1371/journal.pcbi.1004121 |
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