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Stochasticity in Ca2+ Increase in Spines Enables Robust and Sensitive Information Coding

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  • Takuya Koumura
  • Hidetoshi Urakubo
  • Kaoru Ohashi
  • Masashi Fujii
  • Shinya Kuroda

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.

Suggested Citation

  • Takuya Koumura & Hidetoshi Urakubo & Kaoru Ohashi & Masashi Fujii & Shinya Kuroda, 2014. "Stochasticity in Ca2+ Increase in Spines Enables Robust and Sensitive Information Coding," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-12, June.
  • Handle: RePEc:plo:pone00:0099040
    DOI: 10.1371/journal.pone.0099040
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