A simple model of mechanotransduction in primate glabrous skin

Yi Dong, Stefan Mihalas, Sung Soo Kim, Takashi Yoshioka, Sliman Bensmaia, Ernst Niebur

Research output: Contribution to journalArticle

Abstract

Tactile stimulation of the hand evokes highly precise and repeatable patterns of activity in mechanoreceptive afferents; the strength (i.e., firing rate) and timing of these responses have been shown to convey stimulus information. To achieve an understanding of the mechanisms underlying the representation of tactile stimuli in the nerve, we developed a two-stage computational model consisting of a nonlinear mechanical transduction stage followed by a generalized integrate-and-fire mechanism. The model improves upon a recently published counterpart in two important ways. First, complexity is dramatically reduced (at least one order of magnitude fewer parameters). Second, the model comprises a saturating nonlinearity and therefore can be applied to a much wider range of stimuli. We show that both the rate and timing of afferent responses are predicted with remarkable precision and that observed adaptation patterns and threshold behavior are well captured. We conclude that the responses of mechanoreceptive afferents can be understood using a very parsimonious mechanistic model, which can then be used to accurately simulate the responses of afferent populations.

Original languageEnglish (US)
Pages (from-to)1350-1359
Number of pages10
JournalJournal of neurophysiology
Volume109
Issue number5
DOIs
StatePublished - Mar 11 2013

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Keywords

  • Computational model
  • Expectation minimization
  • Integrate-and-fire neurons
  • Mechanoreceptive afferents
  • Pacinian afferents
  • Primate
  • RA
  • SA
  • Somatosensory perception

ASJC Scopus subject areas

  • Neuroscience(all)
  • Physiology

Cite this

Dong, Y., Mihalas, S., Kim, S. S., Yoshioka, T., Bensmaia, S., & Niebur, E. (2013). A simple model of mechanotransduction in primate glabrous skin. Journal of neurophysiology, 109(5), 1350-1359. https://doi.org/10.1152/jn.00395.2012