Analytical calculation of the frequency shift in phase oscillators driven by colored noise: Implications for electrical engineering and neuroscience

Roberto F. Galán
Phys. Rev. E 80, 036113 – Published 17 September 2009

Abstract

We provide an analytical expression for the mean frequency shift in phase oscillators as a function of the standard deviation, σ and the autocorrelation time, τ of small random perturbations. We show that the frequency shift is negative and proportional to σ2. Its absolute value increases monotonically with τ, approaching an asymptote determined by the L2-norm of the phase-response curve. We validate our theoretical predictions with computer simulations and discuss their implications for the design of electronic oscillators and for the encoding of information in biological neural networks.

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  • Received 23 June 2009

DOI:https://doi.org/10.1103/PhysRevE.80.036113

©2009 American Physical Society

Authors & Affiliations

Roberto F. Galán*

  • Department of Neurosciences, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, Ohio 44106, USA

  • *rfgalan@case.edu

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Vol. 80, Iss. 3 — September 2009

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