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

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

 
9783319432212: An Introduction to Transfer Entropy: Information Flow in Complex Systems
Couverture rigide
ISBN 10 : 3319432214 ISBN 13 : 9783319432212
Editeur : Springer International Publishing AG, 2016

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 International Publishing AG
Date d'édition
2016
Langue
anglais
ISBN 10 
3319432214
ISBN 13 
9783319432212
Reliure
Relié
Numéro d'édition
1
Nombre de pages
219
Coordonnées du fabricant
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Heidelberg
69115
Allemagne

Autres éditions populaires du même titre

9783319827612: An Introduction to Transfer Entropy: Information Flow in Complex Systems

Edition présentée

ISBN 10 :  3319827618 ISBN 13 :  9783319827612
Editeur : Springer, 2018
Couverture souple