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Information Theory

A Tutorial Introduction - Second Edition

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Originally developed by Claude Shannon in the 1940s, information theory laid the foundations for the digital revolution, and is now an essential tool in telecommunications, genetics, linguistics, brain sciences, and deep space communication. In this richly illustrated book, accessible examples are used to introduce information theory in terms of everyday games like ‘20 questions’ before more advanced topics are explored. Online MatLab and Python computer programs provide hands-on experience of information theory in action, and PowerPoint slides give support for teaching. Written in an informal style, with a comprehensive glossary and tutorial appendices, this text is an ideal primer for novices who wish to learn the essential principles and applications of information theory. This Second Edition includes two new chapters on on the theory and applications of Transfer Entropy and Rate Distortion Theory.

Zakup książki

Information Theory, James V. Stone

Język
Rok wydania
2022
Oprawa
(miękka)
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Tytuł
Information Theory
Podtytuł
A Tutorial Introduction - Second Edition
Język
angielski
Rok wydania
2022
Oprawa
miękka
Liczba stron
290
ISBN10
1739672704
ISBN13
9781739672706
Seria
Opis
Originally developed by Claude Shannon in the 1940s, information theory laid the foundations for the digital revolution, and is now an essential tool in telecommunications, genetics, linguistics, brain sciences, and deep space communication. In this richly illustrated book, accessible examples are used to introduce information theory in terms of everyday games like ‘20 questions’ before more advanced topics are explored. Online MatLab and Python computer programs provide hands-on experience of information theory in action, and PowerPoint slides give support for teaching. Written in an informal style, with a comprehensive glossary and tutorial appendices, this text is an ideal primer for novices who wish to learn the essential principles and applications of information theory. This Second Edition includes two new chapters on on the theory and applications of Transfer Entropy and Rate Distortion Theory.