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Directed Information Measures in Neuroscience - 9783642544736

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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Book Title
Directed Information Measures in Neuroscience
ISBN
9783642544736
Subject Area
Information Science
Publication Name
Directed Information Measures in Neuroscience
Publisher
Springer-Verlag Berlin AND Heidelberg Gmbh & Co. KG
Subject
Engineering & Technology, Computer Science
Publication Year
2014
Type
Textbook
Format
Hardcover
Language
English
Item Height
235mm
Author
Raul Vicente, Michael Wibral, Joseph T. Lizier
Item Width
155mm
Item Weight
4853g
Number of Pages
225 Pages

About this product

Product Information

Analysis of information transfer has found rapid adoption in neuroscience, where a highly dynamic transfer of information continuously runs on top of the brain's slowly-changing anatomical connectivity. Measuring such transfer is crucial to understanding how flexible information routing and processing give rise to higher cognitive function. Directed Information Measures in Neuroscience reviews recent developments of concepts and tools for measuring information transfer, their application to neurophysiological recordings and analysis of interactions. Written by the most active researchers in the field the book discusses the state of the art, future prospects and challenges on the way to an efficient assessment of neuronal information transfer. Highlights include the theoretical quantification and practical estimation of information transfer, description of transfer locally in space and time, multivariate directed measures, information decomposition among a set of stimulus/responses variables and the relation between interventional and observational causality. Applications to neural data sets and pointers to open source software highlight the usefulness of these measures in experimental neuroscience. With state-of-the-art mathematical developments, computational techniques and applications to real data sets, this book will be of benefit to all graduate students and researchers interested in detecting and understanding the information transfer between components of complex systems.

Product Identifiers

Publisher
Springer-Verlag Berlin AND Heidelberg Gmbh & Co. KG
ISBN-13
9783642544736
eBay Product ID (ePID)
205957277

Product Key Features

Subject Area
Information Science
Author
Raul Vicente, Michael Wibral, Joseph T. Lizier
Publication Name
Directed Information Measures in Neuroscience
Format
Hardcover
Language
English
Subject
Engineering & Technology, Computer Science
Publication Year
2014
Type
Textbook
Number of Pages
225 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
4853g

Additional Product Features

Series Title
Understanding Complex Systems
Editor
Joseph T. Lizier, Michael Wibral, Raul Vicente
Country/Region of Manufacture
Germany

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BOOKS ETC LIMITED
Andy Smith
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