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

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

 
9783319827612: An Introduction to Transfer Entropy: Information Flow in Complex Systems
Couverture souple
ISBN 10 : 3319827618 ISBN 13 : 9783319827612
Editeur : Springer, 2018

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2018
Langue
anglais
ISBN 10 
3319827618
ISBN 13 
9783319827612
Reliure
Broché
Nombre de pages
220
Coordonnées du fabricant
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Heidelberg
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Allemagne

Autres éditions populaires du même titre

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

Edition présentée

ISBN 10 :  3319432214 ISBN 13 :  9783319432212
Editeur : Springer International Publishin..., 2016
Couverture rigide