An Introduction to Transfer Entropy

An Introduction to Transfer Entropy
Author :
Publisher : Springer
Total Pages : 210
Release :
ISBN-10 : 9783319432229
ISBN-13 : 3319432222
Rating : 4/5 (222 Downloads)

Book Synopsis An Introduction to Transfer Entropy by : Terry Bossomaier

Download or read book An Introduction to Transfer Entropy written by Terry Bossomaier and published by Springer. This book was released on 2016-11-15 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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Proceedings of a NATO ASI held in Irsee/Kaufbeuren, Germany, June 15--26, 1990