An Introduction to Transfer Entropy

Name: An Introduction to Transfer Entropy
SKU: 28329490
Price: 422.99 AUD
Availability: InStock

Information Flow in Complex Systems

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Paperback / softback

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Description

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.

Release date Australia

June 28th, 2018

Author

Audience

Professional & Vocational

Edition

Softcover reprint of the original 1st ed. 2016

Illustrations

21 Illustrations, color; 3 Illustrations, black and white; XXIX, 190 p. 24 illus., 21 illus. in color.

Pages

190

ISBN-13

9783319827612

Product ID

28329490

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