Information Thermodynamics on Causal Networks and its Application to Biochemical Signal Transduction - Sosuke Ito

Information Thermodynamics on Causal Networks and its Application to Biochemical Signal Transduction

(Autor)

Buch | Softcover
133 Seiten
2018 | Softcover reprint of the original 1st ed. 2016
Springer Verlag, Singapore
978-981-10-9415-6 (ISBN)
106,99 inkl. MwSt
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

Introduction to Information Thermodynamics on Causal Networks.- Review of Classical Information Theory.- Stochastic Thermodynamics for Small System.- Information Thermodynamics under Feedback Control.- Bayesian Networks and Causal Networks.- Information Thermodynamics on Causal Networks.- Application to Biochemical Signal Transduction.- Information Thermodynamics as Stochastic Thermodynamics for Small Subsystem.- Further Applications of Information Thermodynamics on Causal Networks.- Conclusions.

Erscheinungsdatum
Reihe/Serie Springer Theses
Zusatzinfo 28 Illustrations, color; 4 Illustrations, black and white; XIII, 133 p. 32 illus., 28 illus. in color.
Verlagsort Singapore
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Naturwissenschaften Physik / Astronomie Quantenphysik
Naturwissenschaften Physik / Astronomie Thermodynamik
Technik Maschinenbau
Schlagworte Bayesian Network • Causal Networks • information processing in living systems • Information Thermodynamics • Maxwell’s Demon • Transfer entropy
ISBN-10 981-10-9415-2 / 9811094152
ISBN-13 978-981-10-9415-6 / 9789811094156
Zustand Neuware
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