Coverart for item
The Resource Fundamentals of brain network analysis, Alex Fornito, Andrew Zalesky, Edward Bullmore

Fundamentals of brain network analysis, Alex Fornito, Andrew Zalesky, Edward Bullmore

Label
Fundamentals of brain network analysis
Title
Fundamentals of brain network analysis
Statement of responsibility
Alex Fornito, Andrew Zalesky, Edward Bullmore
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain
Cataloging source
N$T
http://library.link/vocab/creatorName
Fornito, Alex
Illustrations
illustrations
Index
index present
LC call number
QP363.3
LC item number
.F67 2016eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Zalesky, Andrew
  • Bullmore, Edward T.
http://library.link/vocab/subjectName
  • Neural networks (Neurobiology)
  • Neural circuitry
  • Brain
  • MEDICAL / Physiology
  • SCIENCE / Life Sciences / Human Anatomy & Physiology
  • Brain
  • Neural circuitry
  • Neural networks (Neurobiology)
Label
Fundamentals of brain network analysis, Alex Fornito, Andrew Zalesky, Edward Bullmore
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
An introduction to brain networks -- Nodes and edges -- Connectivity matrices and brain graphs -- Node degree and strength -- Centrality and hubs -- Components, cores, and clubs -- Paths, diffusion, and navigation -- Motifs, small worlds, and network economy -- Modularity -- Null models -- Staticial connectomics
Control code
944187067
Dimensions
unknown
Extent
1 online resource (xvii, 476 pages)
Form of item
online
Isbn
9780124081185
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
LIBRARY COPY INCLUDES 1-USER PERPETUAL ACCESS TO EBOOK
Other physical details
color illustrations
Specific material designation
remote
System control number
(OCoLC)944187067
Label
Fundamentals of brain network analysis, Alex Fornito, Andrew Zalesky, Edward Bullmore
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
An introduction to brain networks -- Nodes and edges -- Connectivity matrices and brain graphs -- Node degree and strength -- Centrality and hubs -- Components, cores, and clubs -- Paths, diffusion, and navigation -- Motifs, small worlds, and network economy -- Modularity -- Null models -- Staticial connectomics
Control code
944187067
Dimensions
unknown
Extent
1 online resource (xvii, 476 pages)
Form of item
online
Isbn
9780124081185
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
LIBRARY COPY INCLUDES 1-USER PERPETUAL ACCESS TO EBOOK
Other physical details
color illustrations
Specific material designation
remote
System control number
(OCoLC)944187067

Library Locations

    • Copley LibraryBorrow it
      5998 Alcalá Park, San Diego, CA, 92110-2492, US
      32.771354 -117.193327
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