Causal networksThis chapter presents the information-thermodynamic theory based on the causal networks, which is one of the main results in this thesis. Characterizing the complex dynamics by the causal networks, we obtain the generalized second law of thermodynamics with information flow which is ...
Information Thermodynamics on Causal Networks and Biochemical Information Processing In recent years, the relationship between thermodynamics and information has been intensively studied, leading to an emerging field of "information thermod... S Ito,T Sagawa - 《Butsuri》 被引量: 0发表: 2017年 Causal...
Information thermodynamics on causal networks. Phys. Rev. Lett. 111, 180603 (2013). Article ADS Google Scholar Barato, A. C., Hartich, D. & Seifert, U. Rate of mutual information between coarse-grained non-Markovian variables. J. Stat. Phys. 153, 460–478 (2013). Article ADS Math...
Understanding structured information and computation in thermodynamics systems is crucial to progress in diverse fields -- from biology at a molecular leve... T Tsuruyama 被引量: 0发表: 2019年 Further Applications of Information Thermodynamics on Causal Networks This chapter presents further applications...
Ito, S., Sagawa, T.: Information thermodynamics on causal networks. Phys. Rev. Lett. 111(18), 180603 (2013)View ArticleADS 39.Cover, T.M., Thomas, J.A.: Elements of Information Theory. Wiley, New York (2012) 40.Permuter, H.H., Kim, Y.-H., Weissman T.: On directed ...
The aim of this paper is to show that information has not its own causal power besides that of matter. Intuitively, information theory (coupled with thermodynamics, given their mathematical relationship) should be derived from causation theory we are lacking now. The rationale is based on two arg...
Table 15.1.Information Sources in Biological Systems and Thermodynamics Information Systems (Sources)Thermodynamic Potential InformationFree energy (exergy) Information inflow (replication)Exergy inflow Information outflow (death)Exergy outflow (waste exergy) ...
Information Thermodynamics on Causal Networks. Phys. Rev. Lett. 2013, 111, 18063. [Google Scholar] [CrossRef] [PubMed] Sagawa, T.; Kikuchi, Y.; Inoue, Y.; Takahashi, H.; Muraoka, T.; Kinbara, K.; Ishijima, A.; Fukuoka, H. Single-cell E. coli response to an instantaneously ...
Keywords: causality; information geometry; Transfer Entropy; Granger Causality; information causal rate; signal processing; nonlinear models; non-stationary; probability distribution1. Introduction The study of causality aims to explore cause-and-effect relationships between processes. In general, causality ...
The information created in Von Neumann's Process 1 will only be stable if an amount of positive entropy greater than the negative entropy in the new information structure is transported away, in order to satisfy the second law of thermodynamics. Process 2. A causal process, in which the ...