Welcome to the Library Catalog of "Dunarea de Jos" University of Galati

Information Theory [electronic resource] : An Exploration Across Disciplines / by Arieh Ben-Naim, Claude Dufour.

By: Contributor(s): Material type: TextPublisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024Description: XV, 248 p. 103 illus., 42 illus. in color. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783031677472
Subject(s):
Additional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleLOC classification:
  • QA76.9.D35
  • Q350-390
Online resources:
Contents:
Introduction -- Information Theory and the Living System -- Applications of Information Theory to Psychology -- Entropy in art -- Consistent Definition of Correlations and Multivariate Mutual Information -- An intuitive consideration of irreversible phenomena -- Use of mutual information in linguistics, cryptography, and steganography -- Communication system.
In: Springer Nature eBookSummary: This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon’s Measure of Information (SMI), presents the application of information theory to living systems and psychology, and also discusses the role of entropy in art. It critically overviews the definition of correlations and multivariate mutual information.These notions are used to build a new perspective for understanding the irreversibility of processes in macroscopic systems, while the dynamical laws governing the microscopic components are reversible. It also delves into the use of mutual information in linguistics, cryptography, steganography, and communication systems. The book details the theoretical and practical aspects of information theory across a spectrum of disciplines and is a useful tool for any scientist interested in what is usually called entropy.
Item type: List(s) this item appears in: Titluri cărți electronice Springer Nature 2025 (10631 titluri)
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
No physical items for this record

Introduction -- Information Theory and the Living System -- Applications of Information Theory to Psychology -- Entropy in art -- Consistent Definition of Correlations and Multivariate Mutual Information -- An intuitive consideration of irreversible phenomena -- Use of mutual information in linguistics, cryptography, and steganography -- Communication system.

This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon’s Measure of Information (SMI), presents the application of information theory to living systems and psychology, and also discusses the role of entropy in art. It critically overviews the definition of correlations and multivariate mutual information.These notions are used to build a new perspective for understanding the irreversibility of processes in macroscopic systems, while the dynamical laws governing the microscopic components are reversible. It also delves into the use of mutual information in linguistics, cryptography, steganography, and communication systems. The book details the theoretical and practical aspects of information theory across a spectrum of disciplines and is a useful tool for any scientist interested in what is usually called entropy.

There are no comments on this title.

to post a comment.
Biblioteca Universității "Dunărea de Jos" din Galați