Thermodynamics of Statistical Inference by Cells
نویسندگان
چکیده
منابع مشابه
Thermodynamics of statistical inference by cells.
The deep connection between thermodynamics, computation, and information is now well established both theoretically and experimentally. Here, we extend these ideas to show that thermodynamics also places fundamental constraints on statistical estimation and learning. To do so, we investigate the constraints placed by (nonequilibrium) thermodynamics on the ability of biochemical signaling networ...
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Here we provide more details of the results in the main text. First, we outline our notation. The time dependent probability of state i is pi = pi(t), while the steady state probability of state i is p ss i . The Laplace transformed probability of state i is Pi(s). The rate to go from state i to state j is kij . The probability to transition from state i to state j is qij . The time it takes to...
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ژورنال
عنوان ژورنال: Physical Review Letters
سال: 2014
ISSN: 0031-9007,1079-7114
DOI: 10.1103/physrevlett.113.148103