Author : Terry Bossomaier
Release : 2016-11-15
Genre : Computers
Kind :
Book Rating : 222/5 ( reviews)

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An Introduction to Transfer Entropy - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Introduction to Transfer Entropy write by Terry Bossomaier. This book was released on 2016-11-15. An Introduction to Transfer Entropy available in PDF, EPUB and Kindle. 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.