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An Introduction to Transfer Entropy

An Introduction to Transfer Entropy

Lionel Barnett / Michael Harré / Terry Bossomaier

209,81 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2018
Materia
Física
ISBN:
9783319827612
209,81 €
IVA incluido
Disponible

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Sobre IBD

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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Otros libros del autor

  • An Introduction to Transfer Entropy
    Lionel Barnett / Michael Harré / Terry Bossomaier
    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 ...
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