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Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding
A dendritic spine is a very small structure (∼0.1 µm(3)) of a neuron that processes input timing information. Why are spines so small? Here, we provide functional reasons; the size of spines is optimal for information coding. Spines code input timing information by the probability of Ca(2+) increase...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4059641/ https://www.ncbi.nlm.nih.gov/pubmed/24932482 http://dx.doi.org/10.1371/journal.pone.0099040 |
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author | Koumura, Takuya Urakubo, Hidetoshi Ohashi, Kaoru Fujii, Masashi Kuroda, Shinya |
author_facet | Koumura, Takuya Urakubo, Hidetoshi Ohashi, Kaoru Fujii, Masashi Kuroda, Shinya |
author_sort | Koumura, Takuya |
collection | PubMed |
description | A dendritic spine is a very small structure (∼0.1 µm(3)) of a neuron that processes input timing information. Why are spines so small? Here, we provide functional reasons; the size of spines is optimal for information coding. Spines code input timing information by the probability of Ca(2+) increases, which makes robust and sensitive information coding possible. We created a stochastic simulation model of input timing-dependent Ca(2+) increases in a cerebellar Purkinje cell's spine. Spines used probability coding of Ca(2+) increases rather than amplitude coding for input timing detection via stochastic facilitation by utilizing the small number of molecules in a spine volume, where information per volume appeared optimal. Probability coding of Ca(2+) increases in a spine volume was more robust against input fluctuation and more sensitive to input numbers than amplitude coding of Ca(2+) increases in a cell volume. Thus, stochasticity is a strategy by which neurons robustly and sensitively code information. |
format | Online Article Text |
id | pubmed-4059641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40596412014-06-19 Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding Koumura, Takuya Urakubo, Hidetoshi Ohashi, Kaoru Fujii, Masashi Kuroda, Shinya PLoS One Research Article A dendritic spine is a very small structure (∼0.1 µm(3)) of a neuron that processes input timing information. Why are spines so small? Here, we provide functional reasons; the size of spines is optimal for information coding. Spines code input timing information by the probability of Ca(2+) increases, which makes robust and sensitive information coding possible. We created a stochastic simulation model of input timing-dependent Ca(2+) increases in a cerebellar Purkinje cell's spine. Spines used probability coding of Ca(2+) increases rather than amplitude coding for input timing detection via stochastic facilitation by utilizing the small number of molecules in a spine volume, where information per volume appeared optimal. Probability coding of Ca(2+) increases in a spine volume was more robust against input fluctuation and more sensitive to input numbers than amplitude coding of Ca(2+) increases in a cell volume. Thus, stochasticity is a strategy by which neurons robustly and sensitively code information. Public Library of Science 2014-06-16 /pmc/articles/PMC4059641/ /pubmed/24932482 http://dx.doi.org/10.1371/journal.pone.0099040 Text en © 2014 Koumura 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 Koumura, Takuya Urakubo, Hidetoshi Ohashi, Kaoru Fujii, Masashi Kuroda, Shinya Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding |
title | Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding |
title_full | Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding |
title_fullStr | Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding |
title_full_unstemmed | Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding |
title_short | Stochasticity in Ca(2+) Increase in Spines Enables Robust and Sensitive Information Coding |
title_sort | stochasticity in ca(2+) increase in spines enables robust and sensitive information coding |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4059641/ https://www.ncbi.nlm.nih.gov/pubmed/24932482 http://dx.doi.org/10.1371/journal.pone.0099040 |
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