Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kampa, Björn M., Roth, Morgane M., Göbel, Werner, Helmchen, Fritjof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2011
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
_version_ 1782218623733989376
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
work_keys_str_mv AT kampabjornm representationofvisualscenesbylocalneuronalpopulationsinlayer23ofmousevisualcortex
AT rothmorganem representationofvisualscenesbylocalneuronalpopulationsinlayer23ofmousevisualcortex
AT gobelwerner representationofvisualscenesbylocalneuronalpopulationsinlayer23ofmousevisualcortex
AT helmchenfritjof representationofvisualscenesbylocalneuronalpopulationsinlayer23ofmousevisualcortex