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An Introduction to Transfer Entropy
Information Flow in Complex Systems
Terry Bossomaier, Lionel Barnett, Michael Harré, Joseph T Lizier
Livre broché | Anglais
168,95 €
+ 337 points
Format
Description
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.
Spécifications
Parties prenantes
- Auteur(s) :
- Editeur:
Contenu
- Nombre de pages :
- 190
- Langue:
- Anglais
Caractéristiques
- EAN:
- 9783319827612
- Date de parution :
- 28-06-18
- Format:
- Livre broché
- Format numérique:
- Trade paperback (VS)
- Dimensions :
- 156 mm x 234 mm
- Poids :
- 317 g
