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Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex
How are visual scenes encoded in local neural networks of visual cortex? In rodents, visual cortex lacks a columnar organization so that processing of diverse features from a spot in visual space could be performed locally by populations of neighboring neurons. To examine how complex visual scenes a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3235640/ https://www.ncbi.nlm.nih.gov/pubmed/22180739 http://dx.doi.org/10.3389/fncir.2011.00018 |
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author | Kampa, Björn M. Roth, Morgane M. Göbel, Werner Helmchen, Fritjof |
author_facet | Kampa, Björn M. Roth, Morgane M. Göbel, Werner Helmchen, Fritjof |
author_sort | Kampa, Björn M. |
collection | PubMed |
description | How are visual scenes encoded in local neural networks of visual cortex? In rodents, visual cortex lacks a columnar organization so that processing of diverse features from a spot in visual space could be performed locally by populations of neighboring neurons. To examine how complex visual scenes are represented by local microcircuits in mouse visual cortex we measured visually evoked responses of layer 2/3 neuronal populations using 3D two-photon calcium imaging. Both natural and artificial movie scenes (10 seconds duration) evoked distributed and sparsely organized responses in local populations of 70–150 neurons within the sampled volumes. About 50% of neurons showed calcium transients during visual scene presentation, of which about half displayed reliable temporal activation patterns. The majority of the reliably responding neurons were activated primarily by one of the four visual scenes applied. Consequently, single-neurons performed poorly in decoding, which visual scene had been presented. In contrast, high levels of decoding performance (>80%) were reached when considering population responses, requiring about 80 randomly picked cells or 20 reliable responders. Furthermore, reliable responding neurons tended to have neighbors sharing the same stimulus preference. Because of this local redundancy, it was beneficial for efficient scene decoding to read out activity from spatially distributed rather than locally clustered neurons. Our results suggest a population code in layer 2/3 of visual cortex, where the visual environment is dynamically represented in the activation of distinct functional sub-networks. |
format | Online Article Text |
id | pubmed-3235640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-32356402011-12-16 Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex Kampa, Björn M. Roth, Morgane M. Göbel, Werner Helmchen, Fritjof Front Neural Circuits Neuroscience How are visual scenes encoded in local neural networks of visual cortex? In rodents, visual cortex lacks a columnar organization so that processing of diverse features from a spot in visual space could be performed locally by populations of neighboring neurons. To examine how complex visual scenes are represented by local microcircuits in mouse visual cortex we measured visually evoked responses of layer 2/3 neuronal populations using 3D two-photon calcium imaging. Both natural and artificial movie scenes (10 seconds duration) evoked distributed and sparsely organized responses in local populations of 70–150 neurons within the sampled volumes. About 50% of neurons showed calcium transients during visual scene presentation, of which about half displayed reliable temporal activation patterns. The majority of the reliably responding neurons were activated primarily by one of the four visual scenes applied. Consequently, single-neurons performed poorly in decoding, which visual scene had been presented. In contrast, high levels of decoding performance (>80%) were reached when considering population responses, requiring about 80 randomly picked cells or 20 reliable responders. Furthermore, reliable responding neurons tended to have neighbors sharing the same stimulus preference. Because of this local redundancy, it was beneficial for efficient scene decoding to read out activity from spatially distributed rather than locally clustered neurons. Our results suggest a population code in layer 2/3 of visual cortex, where the visual environment is dynamically represented in the activation of distinct functional sub-networks. Frontiers Media S.A. 2011-12-12 /pmc/articles/PMC3235640/ /pubmed/22180739 http://dx.doi.org/10.3389/fncir.2011.00018 Text en Copyright © 2011 Kampa, Roth and Göbel and Helmchen. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits noncommercial use, distribution, and reproduction in other forums, provided the original authors and source are credited. |
spellingShingle | Neuroscience Kampa, Björn M. Roth, Morgane M. Göbel, Werner Helmchen, Fritjof Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
title | Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
title_full | Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
title_fullStr | Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
title_full_unstemmed | Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
title_short | Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
title_sort | representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3235640/ https://www.ncbi.nlm.nih.gov/pubmed/22180739 http://dx.doi.org/10.3389/fncir.2011.00018 |
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