Книга Introduction to Transfer Entropy Terry Bossomaier

Introduction to Transfer Entropy

Information Flow in Complex Systems

Език: Английски език
Корици: С твърди корици
Наличност: Външен склад
Изпращаме след 10-13 дни
168.31 329.19 лв
This book considers a relatively new metric in complex systems, transfer entropy, derived from a ser...

Информация за книгата

Език
Английски език
Корици
Книга - С твърди корици
Издадена
2016
страници
190
EAN
9783319432212
ISBN
3319432214
Enbook ID
13496542
Теглоt
486
Размери
246 x 164 x 18

Пълно описание

This book considers a relatively new metric in complex systems, transfer entropy, derived from a series of measurements of agent properties, 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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