bokomslag An Introduction to Transfer Entropy
Data & IT

An Introduction to Transfer Entropy

Terry Bossomaier Lionel Barnett Michael Harr Joseph T Lizier

Inbunden

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  • 190 sidor
  • 2016
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.
  • Författare: Terry Bossomaier, Lionel Barnett, Michael Harr, Joseph T Lizier
  • Illustratör: Bibliographie
  • Format: Inbunden
  • ISBN: 9783319432212
  • Språk: Engelska
  • Antal sidor: 190
  • Utgivningsdatum: 2016-11-24
  • Förlag: Springer International Publishing AG