An Introduction to Transfer Entropy: Information Flow in Complex Systems
Language: English
Published by Springer, 2018
- Softcover
- Used
Seller: Little Sages Books, ABAA/ILAB, Longmont, CO, U.S.A.Little Sages Books, ABAA/ILAB
AbeBooks seller since March 13, 2013
Condition: Used - Good
£ 132.36
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Add to basketItem description from seller
Hightled passages of text, a touch of lift to corners otherwise bright.
Seller Inventory # ABE-1742870324755
- Title
- An Introduction to Transfer Entropy: Information Flow in Complex Systems
- Author
- Bossomaier, Terry; Barnett, Lionel; Harré, Michael; Lizier, Joseph T.
- Publisher
- Springer
- Publication year
- 2018
- Condition
- Good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3319827618
- ISBN 13
- 9783319827612
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.
"Synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About the title" may belong to another edition of this title.
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