Introduction to Transfer Entropy

Introduction to Transfer Entropy

EnglishHardbackPrint on demand
Bossomaier Terry
Springer, Berlin
EAN: 9783319432212
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Detailed information

This book considers a relatively new metric in complex systems, transfer entropy, derived from a series of measurements, usually a time series. After a qualitative introduction and a chapter that explains the key ideas from statistics required to understand the text, the authors then present information theory and transfer entropy in depth. A key feature of the approach is the authors' work to show the relationship between information flow and complexity. The later chapters demonstrate information transfer in canonical systems, and applications, for example in neuroscience and in finance.

The book will be of value to advanced undergraduate and graduate students and researchers in the areas of computer science, neuroscience, physics, and engineering.

EAN 9783319432212
ISBN 3319432214
Binding Hardback
Publisher Springer, Berlin
Publication date November 24, 2016
Pages 190
Language English
Dimensions 235 x 155
Country Switzerland
Readership Professional & Scholarly
Authors Barnett, Lionel; Bossomaier Terry; Harre, Michael; Lizier Joseph T.
Illustrations XXIX, 190 p. 24 illus., 21 illus. in color.
Edition 1st ed. 2016
Manufacturer information
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