Coding of Information in Limit Cycle Oscillators

Jan-Hendrik Schleimer and Martin Stemmler
Phys. Rev. Lett. 103, 248105 – Published 9 December 2009

Abstract

Starting from a general description of noisy limit cycle oscillators, we derive from the Fokker-Planck equations the linear response of the instantaneous oscillator frequency to a time-varying external force. We consider the time series of zero crossings of the oscillator’s phase and compute the mutual information between it and the driving force. A direct link is established between the phase response curve summarizing the oscillator dynamics and the ability of a limit cycle oscillator, such as a heart cell or neuron, to encode information in the timing of peaks in the oscillation.

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  • Received 2 August 2009

DOI:https://doi.org/10.1103/PhysRevLett.103.248105

©2009 American Physical Society

Authors & Affiliations

Jan-Hendrik Schleimer1,2,* and Martin Stemmler1,3,†

  • 1Bernstein Centers for Computational Neuroscience, 10115 Berlin and 82152 Martinsried/Munich, Germany
  • 2Institute for Theoretical Biology, Humboldt University, 10115 Berlin, Germany
  • 3Institute of Neurobiology, Ludwig-Maximilian University Munich, 82152 Planegg, Germany

  • *jan-hendrik.schleimer@bccn-berlin.de
  • stemmler@bio.lmu.de

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Issue

Vol. 103, Iss. 24 — 11 December 2009

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