Literature DB >> 18850800

Higher-order statistics of a bistable system driven by dichotomous colored noise.

Tilo Schwalger1, Benjamin Lindner.   

Abstract

Exact expressions for first- and higher-order residence time statistics, count statistics, and spectral properties of a bistable system driven by dichotomous colored noise are put forward and discussed. The employed method is based on a discrete kinetic scheme and is valid for a wide range of parameter values of the colored noise. This permits a detailed analysis of the effects of noise correlations for arbitrary correlation times. It is found that at a characteristic correlation time of the dichotomous noise, the residence time sequence becomes Poissonian; in particular, all correlations between residence times disappear. We also find that correlations become strongest for a finite strength of the driving force. The analytical results can also be used to infer the underlying driving parameters in the case of noise with long-range temporal correlations.

Year:  2008        PMID: 18850800     DOI: 10.1103/PhysRevE.78.021121

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  2 in total

1.  Biophysical information representation in temporally correlated spike trains.

Authors:  William H Nesse; Leonard Maler; André Longtin
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-03       Impact factor: 11.205

2.  Characteristic effects of stochastic oscillatory forcing on neural firing: analytical theory and comparison to paddlefish electroreceptor data.

Authors:  Christoph Bauermeister; Tilo Schwalger; David F Russell; Alexander B Neiman; Benjamin Lindner
Journal:  PLoS Comput Biol       Date:  2013-08-15       Impact factor: 4.475

  2 in total

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