Effects of Colored Noise on Stochastic Resonance in Sensory Neurons

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/f{sup 2} noise. For low-frequency input noise, we show that the op...

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Veröffentlicht in:Physical Review Letters 1999-03, Vol.82 (11), p.2402-2405
Hauptverfasser: Nozaki, Daichi, Mar, Douglas J., Grigg, Peter, Collins, James J.
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Sprache:eng
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Zusammenfassung: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/f{sup 2} 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. {copyright} {ital 1999} {ital The American Physical Society}
ISSN:0031-9007
1079-7114
DOI:10.1103/PhysRevLett.82.2402