An Introduction to Transfer Entropy: Information Flow in Complex Systems - Softcover

Bossomaier, Terry; Barnett, Lionel; Harré, Michael; Lizier, Joseph T.

 
9783319827612: An Introduction to Transfer Entropy: Information Flow in Complex Systems
Softcover
ISBN 10: 3319827618 ISBN 13: 9783319827612
Verlag: Springer, 2018

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

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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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319827618
ISBN 13 
9783319827612
Einband
Taschenbuch
Anzahl der Seiten
220
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Deutschland

Weitere beliebte Ausgaben desselben Titels

9783319432212: An Introduction to Transfer Entropy: Information Flow in Complex Systems

Vorgestellte Ausgabe

ISBN 10:  3319432214 ISBN 13:  9783319432212
Verlag: Springer, 2016
Hardcover