Literature DB >> 30085772

Stochastic Thermodynamic Interpretation of Information Geometry.

Sosuke Ito1.   

Abstract

In recent years, the unified theory of information and thermodynamics has been intensively discussed in the context of stochastic thermodynamics. The unified theory reveals that information theory would be useful to understand nonstationary dynamics of systems far from equilibrium. In this Letter, we have found a new link between stochastic thermodynamics and information theory well-known as information geometry. By applying this link, an information geometric inequality can be interpreted as a thermodynamic uncertainty relationship between speed and thermodynamic cost. We have numerically applied an information geometric inequality to a thermodynamic model of a biochemical enzyme reaction.

Mesh:

Substances:

Year:  2018        PMID: 30085772     DOI: 10.1103/PhysRevLett.121.030605

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  3 in total

1.  Information Thermodynamics for Time Series of Signal-Response Models.

Authors:  Andrea Auconi; Andrea Giansanti; Edda Klipp
Journal:  Entropy (Basel)       Date:  2019-02-14       Impact factor: 2.524

2.  Exponential Families with External Parameters.

Authors:  Marco Favretti
Journal:  Entropy (Basel)       Date:  2022-05-14       Impact factor: 2.738

3.  Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.

Authors:  Lancelot Da Costa; Thomas Parr; Biswa Sengupta; Karl Friston
Journal:  Entropy (Basel)       Date:  2021-04-12       Impact factor: 2.524

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.