Information Thermodynamics on Causal Networks and its Application to Biochemical Signal Transduction
| Autor: | Sosuke Ito |
|---|---|
| EAN: | 9789811016646 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 16.07.2016 |
| Kategorie: | |
| Schlagworte: | Bayesian network Causal Networks Information thermodynamics Maxwell's demon Transfer entropy information processing in living systems |
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In this book the author presents a general formalism of nonequilibrium thermodynamics with complex information flows induced by interactions among multiple fluctuating systems.
The author has generalized stochastic thermodynamics with information by using a graphical theory. Characterizing nonequilibrium dynamics by causal networks, he has obtained a novel generalization of the second law of thermodynamics with information that is applicable to quite a broad class of stochastic dynamics such as information transfer between multiple Brownian particles, an autonomous biochemical reaction, and complex dynamics with a time-delayed feedback control. This study can produce further progress in the study of Maxwell's demon for special cases.
As an application to these results, information transmission and thermodynamic dissipation in biochemical signal transduction are discussed. The findings presented here can open up a novel biophysical approach to understanding information processing in living systems.
Dr. Sosuke Ito
Department of Physics, The University of Tokyo
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