Information Measures

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A First Course in Information Theory

A First Course in Information Theory
Author :
Publisher : Springer Science & Business Media
Total Pages : 426
Release :
ISBN-10 : 9781441986085
ISBN-13 : 1441986081
Rating : 4/5 (081 Downloads)

Book Synopsis A First Course in Information Theory by : Raymond W. Yeung

Download or read book A First Course in Information Theory written by Raymond W. Yeung and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an up-to-date introduction to information theory. In addition to the classical topics discussed, it provides the first comprehensive treatment of the theory of I-Measure, network coding theory, Shannon and non-Shannon type information inequalities, and a relation between entropy and group theory. ITIP, a software package for proving information inequalities, is also included. With a large number of examples, illustrations, and original problems, this book is excellent as a textbook or reference book for a senior or graduate level course on the subject, as well as a reference for researchers in related fields.


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A First Course in Information Theory
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Authors: Raymond W. Yeung
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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From the reviews: "Bioinformaticians are facing the challenge of how to handle immense amounts of raw data, [...] and render them accessible to scientists worki
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"This book is highly recommended for all those whose interests lie in the fields that deal with any kind of information measures. It will also find readers in t
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How should information be measured? That is the motivating question for this book. The concept of information has become so pervasive that people regularly refe
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Analysis of information transfer has found rapid adoption in neuroscience, where a highly dynamic transfer of information continuously runs on top of the brain'