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Stochasticity in Ca2+ increase in spines enables robust and sensitive information coding.


ABSTRACT: A dendritic spine is a very small structure (?0.1 µm3) 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 Ca2+ increases, which makes robust and sensitive information coding possible. We created a stochastic simulation model of input timing-dependent Ca2+ increases in a cerebellar Purkinje cell's spine. Spines used probability coding of Ca2+ 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 Ca2+ increases in a spine volume was more robust against input fluctuation and more sensitive to input numbers than amplitude coding of Ca2+ increases in a cell volume. Thus, stochasticity is a strategy by which neurons robustly and sensitively code information.

SUBMITTER: Koumura T 

PROVIDER: S-EPMC4059641 | biostudies-literature | 2014

REPOSITORIES: biostudies-literature

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Stochasticity in Ca2+ increase in spines enables robust and sensitive information coding.

Koumura Takuya T   Urakubo Hidetoshi H   Ohashi Kaoru K   Fujii Masashi M   Kuroda Shinya S  

PloS one 20140616 6


A dendritic spine is a very small structure (∼0.1 µm3) 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 Ca2+ increases, which makes robust and sensitive information coding possible. We created a stochastic simulation model of input timing-dependent Ca2+ increases in a cerebellar Purkinje cell's spine. Spines used probab  ...[more]

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