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Directed Information Measures in Neuroscience - 9783642544736
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Located in: Aldershot, United Kingdom
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eBay item number:314679991635
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- 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
- 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
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
Item description from the seller
Business seller information
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- GB 976952259
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eBay item number:314679991635
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