An Introduction to Transfer Entropy Information Flow in Complex Systems
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- Hardcover ausgewählt
- Taschenbuch
- eBook
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Sprache:Englisch
Fr. 203.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
24.11.2016
Abbildungen
XXIX, 190 p. 24 illus., 21 illus. in color.
Verlag
SpringerSeitenzahl
190
Maße (L/B/H)
24.1/16/1.8 cm
Gewicht
500 g
Auflage
1st ed. 2016
Sprache
Englisch
ISBN
978-3-319-43221-2
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.
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