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Abstract: The historical search for the fundamental meaning of thermodynamic entropy lead to the discovery of the connection between entropy and information about microscopic dynamics, which in turn motivated the development of the theory of information in communications. In this paper I will review how information theory can profitably be applied back to its roots in dynamics in order to characterize the essential properties of a measured time series. Entropy was introduced in the familiar modern form... (Update)
Context of citations to this paper: More
...the theoretical limits for linear models. KS entropy estimates suggest that still better performance is possible. For references, see [31, 32, 33]. Practical Entropy Computation in Complex Systems Neil Gershenfeld, MIT Media Lab neilg media.mit.edu I will discuss the interplay...
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BibTeX entry: (Update)
N. Gershenfeld. Information in dynamics. In Workshop on Physics and Computation: PhysComp92, pages 276--280. IEEE Computer Society, 1992. http://citeseer.ist.psu.edu/gershenfeld92information.html More
@misc{ gershenfeld92information,
author = "N. Gershenfeld",
title = "Information in dynamics",
text = "N. Gershenfeld. Information in dynamics. In Workshop on Physics and Computation:
PhysComp92, pages 276--280. IEEE Computer Society, 1992.",
year = "1992",
url = "citeseer.ist.psu.edu/gershenfeld92information.html" }
Citations (may not include all citations):41 Cambridge University Press (context) - Petersen, Theory - 1989
15 Bell Syst (context) - Shannon - 1948
13 From Microphysics to Macrophysics (context) - Balian - 1991
9 Yorke and M (context) - Sauer - 1991
8 Physics Today (context) - Landauer - 1991
7 Key Papers in the Development of Information Theory (context) - Slepian - 1974
6 IEEE Trans (context) - Fraser - 1989
6 Maxwell's Demon: Entropy (context) - Leff, Rex - 1990
2 Springer Lecture Notes in Mathematics (context) - Takens - 1981
2 The Kind of Motion we call Heat (context) - Brush - 1976
1 logistic map quasiperiodic random Henon map (context) - Preparata, Shamos et al. - 1985
1 personal communication (context) - Ruelle
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