Information Theory

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.

Information Theory

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.

More Books:

Information Theory
Language: en
Pages: 243
Authors: JV Stone
Categories: Business & Economics
Type: BOOK - Published: 2015-01-01 - Publisher: Sebtel Press

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
Information Theory and Statistics
Language: en
Pages: 115
Authors: Imre Csiszár, Paul C. Shields
Categories: Computers
Type: BOOK - Published: 2004 - Publisher: Now Publishers Inc

Information Theory and Statistics: A Tutorial is concerned with applications of information theory concepts in statistics, in the finite alphabet setting. The topics covered include large deviations, hypothesis testing, maximum likelihood estimation in exponential families, analysis of contingency tables, and iterative algorithms with an "information geometry" background. Also, an introduction
Applied Interdisciplinary Theory in Health Informatics
Language: en
Pages: 240
Authors: P. Scott, N. de Keizer, A. Georgiou
Categories: Medical
Type: BOOK - Published: 2019-08-09 - Publisher: IOS Press

The American Medical Informatics Association (AMIA) defines the term biomedical informatics (BMI) as: The interdisciplinary field that studies and pursues the effective uses of biomedical data, information, and knowledge for scientific inquiry, problem solving and decision making, motivated by efforts to improve human health. This book: Applied Interdisciplinary Theory in
Information Retrieval: A Biomedical and Health Perspective
Language: en
Pages: 413
Authors: William Hersh
Categories: Medical
Type: BOOK - Published: 2020-07-22 - Publisher: Springer Nature

This extensively revised 4th edition comprehensively covers information retrieval from a biomedical and health perspective, providing an understanding of the theory, implementation, and evaluation of information retrieval systems in the biomedical and health domain. It features revised chapters covering the theory, practical applications, evaluation and research directions of biomedical and
Einstein's Fridge
Language: en
Pages: 320
Authors: Paul Sen
Categories: Science
Type: BOOK - Published: 2022-03-22 - Publisher: Simon and Schuster

This entertaining, eye-opening account of how the laws of thermodynamics are essential to understanding the world today—from refrigeration and jet engines to calorie counting and global warming—is “a lesson in how to do popular science right” (Kirkus Reviews). Einstein’s Fridge tells the incredible epic story of the scientists who, over