Effects of Colored Noise on Stochastic Resonance in Sensory Neurons

Daichi Nozaki, Douglas J. Mar, Peter Grigg, and James J. Collins
Phys. Rev. Lett. 82, 2402 – Published 15 March 1999
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Abstract

Noise can assist neurons in the detection of weak signals via a mechanism known as stochastic resonance (SR). We demonstrate experimentally that SR-type effects can be obtained in rat sensory neurons with white noise, 1/f noise, or 1/f2 noise. For low-frequency input noise, we show that the optimal noise intensity is the lowest and the output signal-to-noise ratio the highest for conventional white noise. We also show that under certain circumstances, 1/f noise can be better than white noise for enhancing the response of a neuron to a weak signal. We present a theory to account for these results and discuss the biological implications of 1/f noise.

  • Received 2 September 1998

DOI:https://doi.org/10.1103/PhysRevLett.82.2402

©1999 American Physical Society

Authors & Affiliations

Daichi Nozaki1, Douglas J. Mar1, Peter Grigg2, and James J. Collins1

  • 1Center for BioDynamics and Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, Massachusetts 02215
  • 2Department of Physiology, University of Massachusetts Medical Center, Worcester, Massachusetts 01655

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Vol. 82, Iss. 11 — 15 March 1999

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