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portada An Introduction to Transfer Entropy: Information Flow in Complex Systems
Type
Physical Book
Author
Publisher
Language
English
Pages
190
Format
Paperback
Dimensions
23.4x15.6x1.2 cm
Weight
0.32 kg.
ISBN13
9783319827612
Edition No.
1
Categories

An Introduction to Transfer Entropy: Information Flow in Complex Systems

Terry Bossomaier (Author) · Lionel Barnett (Author) · Michael Harré (Author) · Springer · Paperback

An Introduction to Transfer Entropy: Information Flow in Complex Systems - Bossomaier, Terry ; Barnett, Lionel ; Harré, Michael

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Synopsis "An Introduction to Transfer Entropy: Information Flow in Complex Systems"

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.

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