Fluctuations in gene regulatory networks as Gaussian colored noise

نویسندگان
چکیده

منابع مشابه

Fluctuations in gene regulatory networks as Gaussian colored noise.

The study of fluctuations in gene regulatory networks is extended to the case of Gaussian colored noise. First, the solution of the corresponding Langevin equation with colored noise is expressed in terms of an Ito integral. Then, two important lemmas concerning the variance of an Ito integral and the covariance of two Ito integrals are shown. Based on the lemmas, we give the general formulas f...

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Stochasticity is well recognized to be of crucial importance in the analysis of gene regulatory problems. This importance stems from the fact that extremely rare but important regulatory molecules often cause a great amount of intrinsic noise within a cell. Such systems are frequently modeled at the mesoscopic level as jump Markov processes, whose probability distributions evolve according to t...

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ژورنال

عنوان ژورنال: The Journal of Chemical Physics

سال: 2010

ISSN: 0021-9606,1089-7690

DOI: 10.1063/1.3385468