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Elements of information theory

Couverture
6 Avis
Wiley, 26 août 1991 - 542 pages
Following a brief introduction and overview, early chapters cover the basic algebraic relationships of entropy, relative entropy and mutual information, AEP, entropy rates of stochastics processes and data compression, duality of data compression and the growth rate of wealth. Later chapters explore Kolmogorov complexity, channel capacity, differential entropy, the capacity of the fundamental Gaussian channel, the relationship between information theory and statistics, rate distortion and network information theories. The final two chapters examine the stock market and inequalities in information theory. In many cases the authors actually describe the properties of the solutions before the presented problems.

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Review: Elements of Information Theory

Avis d'utilisateur  - Jason Yang - Goodreads

Cover and Thomas is THE classic information theory textbook. Here, the authors took on the ambitious task of making a comprehensive survey of (the still evolving) information theory. Admittedly, I got ... Consulter l'avis complet

Review: Elements of Information Theory

Avis d'utilisateur  - Huyen - Goodreads

Pure gold. A classic in Information Theory. Consulter l'avis complet

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Table des matières

List of Figures
1
Entropy Relative Entropy and Mutual Information
12
The Asymptotic Equipartition Property
50
Droits d'auteur

15 autres sections non affichées

Autres éditions - Tout afficher

Elements of Information Theory
Elements of Information Theory
Thomas M. Cover,Joy A. Thomas
Aperçu limité - 2006
Elements of Information Theory
Elements of Information Theory
Thomas M. Cover,Joy A. Thomas
Aperçu limité - 2012
Elements of Information Theory
Elements of Information Theory
Thomas M. Cover,Joy A. Thomas
Aucun aperçu disponible - 2006
Tout afficher »

Expressions et termes fréquents

achievable algorithm alphabet average binary symmetric channel broadcast channel calculate capacity region chain rule channel capacity Chapter codebook codeword codeword lengths conditional entropy Consider convex corresponding data compression define Definition denote density describe differential entropy doubling rate drawn i.i.d. encoding entropy rate equal ergodic estimate example Fano's inequality feedback finite Gaussian channel given Hence Huffman code independent information theory input joint distribution jointly typical Kolmogorov complexity Kraft inequality large numbers Lemma lower bound Markov chain matrix maximizes maximum entropy minimization multiple access channel mutual information node noise optimal code output pair probability mass function probability of error problem proof prove random variable rate distortion function receiver relative entropy relay channel sample sender side information Slepian-Wolf source coding source sequence stationary distribution stochastic process string symbols tree typical sequences typical set uniquely decodable upper bound vector wealth XltX2

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Références issues de pages Web

Elements of Information Theory
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JSTOR: Elements of Information Theory.
Although Elements of Information Theory does a good and sometimes admirable job of treat- ing each topic that it takes up, the book could have been improved ...
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citeulike: Elements of Information Theory 2nd Edition (Wiley ...
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R. Riedi, ELEC 535 (2003): Elements of Information Theory
T. Cover and J. Thomas, `Elements of Information Theory'. The course will closely follow this book; it is available at the campus bookstore. ...
www.stat.rice.edu/ ~riedi/ elec535.html

"The Asymptotic Equipartition Property". In: Elements of ...
Elements of Information Theory. Thomas M. Cover, Joy A. Thomas. Copyright. . 1991 John Wiley & Sons, Inc. Print ISBN 0-471-06259-6 Online ISBN ...
www.matf.bg.ac.yu/ nastavno/ viktor/ The_Asymptotic_Equipartition_Property.pdf

Informaatioteorian perusteet Elements of Information Theory
Elements of Information Theory. po Box 4500 (Erkki Koiso-Kanttilan katu 3). FI-90014 University of Oulu. FINLAND. markku.juntti@ee.oulu.fi ...
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Elements of information theory (Cover tm, Thomas ja, 1991)
Elements of information theory Following a brief introduction and overview, early chapters cover the basic algebraic relationships of entropy, ...
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Wiley::Elements of Information Theory, 2nd Edition
Elements of Information Theory, 2nd Edition. Related Subjects. Information & Library Science · Accounting Technology · Business Technology ...
www.wiley.com/ WileyCDA/ WileyTitle/ productCd-0471241954,descCd-tableOfContents.html

Wiley Interscience Elements of Information Theory Jul 2006 - ebook ...
Wiley Interscience Elements of Information Theory Jul 2006 ... Wiley Interscience Elements of Information Theory Jul 2006, $10 ...
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Instructor: { Texts: { Elements of Information Theory ...
Elements of Information Theory,. tm Cover & ja Thomas, Wiley. 1991. {. Helpful:. Information Theory and Reliable Communication,. rg Gallager, Wiley ...
www.ece.rutgers.edu/ ~crose/ 542_html/ info.ps

À propos de l'auteur (1991)

About the authors THOMAS M. COVER is Professor jointly in the Departments of Electrical Engineering and Statistics at Stanford University. He is past President of the IEEE Information Theory Society and is a Fellow of the Institute for Mathematical Statistics and of the IEEE. In 1972 he received the Outstanding Paper Award in information Theory for his paper "Broadcast Channels," and he was selected in 1990 as the Shannon Lecturer, regarded as the highest honor in information theory. Author of over 90 technical papers, he is coeditor of the book Open Problems in Communication and Computation. Professor Cover has devoted the last 20 years to developing the relationship between information theory and statistics. He received his PhD in electrical engineering from Stanford University. JOY A. THOMAS is working at the IBM T. J. Watson Research Center in Hawthorne, New York. He received the IEEE Charles LeGeyt Fortescue Fellowship for 1984–85 and the IBM Graduate Fellowship for 1987–90. He received his BTech in electrical engineering at the Indian Institute of Technology Madras, India and his PhD in electrical engineering at Stanford University.

Informations bibliographiques

QR code for Elements of information theory
TitreElements of information theory
Wiley series in telecommunications
Volume 20 de Wiley Series in Telecommunications and Signal Processing
Volume 20 de Telecommunications Series
AuteursT. M. Cover, Joy A. Thomas
Édition99, illustrée
ÉditeurWiley, 1991
Original provenant del'Université du Michigan
Numérisé15 nov. 2007
ISBN0471062596, 9780471062592
Longueur542 pages
  
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