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Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations

Neurons in the CA1 area of the mouse hippocampus encode the position of the animal in an environment. However, given the variability in individual neurons responses, the accuracy of this code is still poorly understood. It was proposed that downstream areas could achieve high spatial accuracy by int...

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Autores principales: Hazon, Omer, Minces, Victor H., Tomàs, David P., Ganguli, Surya, Schnitzer, Mark J., Jercog, Pablo E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9314334/
https://www.ncbi.nlm.nih.gov/pubmed/35879320
http://dx.doi.org/10.1038/s41467-022-31254-y
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author Hazon, Omer
Minces, Victor H.
Tomàs, David P.
Ganguli, Surya
Schnitzer, Mark J.
Jercog, Pablo E.
author_facet Hazon, Omer
Minces, Victor H.
Tomàs, David P.
Ganguli, Surya
Schnitzer, Mark J.
Jercog, Pablo E.
author_sort Hazon, Omer
collection PubMed
description Neurons in the CA1 area of the mouse hippocampus encode the position of the animal in an environment. However, given the variability in individual neurons responses, the accuracy of this code is still poorly understood. It was proposed that downstream areas could achieve high spatial accuracy by integrating the activity of thousands of neurons, but theoretical studies point to shared fluctuations in the firing rate as a potential limitation. Using high-throughput calcium imaging in freely moving mice, we demonstrated the limiting factors in the accuracy of the CA1 spatial code. We found that noise correlations in the hippocampus bound the estimation error of spatial coding to ~10 cm (the size of a mouse). Maximal accuracy was obtained using approximately [300–1400] neurons, depending on the animal. These findings reveal intrinsic limits in the brain’s representations of space and suggest that single neurons downstream of the hippocampus can extract maximal spatial information from several hundred inputs.
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spelling pubmed-93143342022-07-27 Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations Hazon, Omer Minces, Victor H. Tomàs, David P. Ganguli, Surya Schnitzer, Mark J. Jercog, Pablo E. Nat Commun Article Neurons in the CA1 area of the mouse hippocampus encode the position of the animal in an environment. However, given the variability in individual neurons responses, the accuracy of this code is still poorly understood. It was proposed that downstream areas could achieve high spatial accuracy by integrating the activity of thousands of neurons, but theoretical studies point to shared fluctuations in the firing rate as a potential limitation. Using high-throughput calcium imaging in freely moving mice, we demonstrated the limiting factors in the accuracy of the CA1 spatial code. We found that noise correlations in the hippocampus bound the estimation error of spatial coding to ~10 cm (the size of a mouse). Maximal accuracy was obtained using approximately [300–1400] neurons, depending on the animal. These findings reveal intrinsic limits in the brain’s representations of space and suggest that single neurons downstream of the hippocampus can extract maximal spatial information from several hundred inputs. Nature Publishing Group UK 2022-07-25 /pmc/articles/PMC9314334/ /pubmed/35879320 http://dx.doi.org/10.1038/s41467-022-31254-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hazon, Omer
Minces, Victor H.
Tomàs, David P.
Ganguli, Surya
Schnitzer, Mark J.
Jercog, Pablo E.
Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
title Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
title_full Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
title_fullStr Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
title_full_unstemmed Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
title_short Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
title_sort noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9314334/
https://www.ncbi.nlm.nih.gov/pubmed/35879320
http://dx.doi.org/10.1038/s41467-022-31254-y
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