Nonstationary stochastic resonance viewed through the lens of information theory |
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Authors: | I?Goychuk P?H?nggi |
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Institution: | 1.Institute of Physics, University of Augsburg,
Universit?tsstr. 1,Augsburg,Germany |
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Abstract: | In biological systems, information is frequentlytransferred with Poisson like spike processes (shot noise) modulatedin time by information-carrying signals. How then to quantifyinformation transfer by such processes for nonstationary inputsignals of finite duration? Is there some minimal length of theinput signal duration versus its strength? Can such signals bebetter detected when immersed in noise stemming from thesurroundings by increasing the stochastic intensity? These are somebasic questions which we attempt to address within an analyticaltheory based on the Kullback-Leibler information concept applied torandom processes. |
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Keywords: | PACS" target="_blank">PACS 05 40 -a Fluctuation phenomena random processes noise and Brownian motion 87 10 Ca Analytical theories 87 10 Vg Biological information |
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