The Resource Computational maps in the visual cortex, Risto Miikkulainen [and others], (electronic resource)

Computational maps in the visual cortex, Risto Miikkulainen [and others], (electronic resource)

Label
Computational maps in the visual cortex
Title
Computational maps in the visual cortex
Statement of responsibility
Risto Miikkulainen [and others]
Contributor
Subject
Genre
Language
eng
Summary
"Computational Maps in the Visual Cortex presents a unified computational approach to understanding the structure, development, and function of the visual cortex. It reviews the current theories of the visual cortex and the biological data on which they are based, and presents a detailed analysis of the laterally connected self-organizing map model and the results obtained to date. Together with the software package Topographica, it therefore servers as a comprehensive foundation for future research in computational neuroscience of the visual cortex."--Jacket
Cataloging source
COO
Dewey number
152.14
Illustrations
illustrations
Index
index present
LC call number
QP383.15
LC item number
.C65 2005
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
  • 2005 L-145
  • WL 307
NLM item number
C738 2005
http://library.link/vocab/relatedWorkOrContributorName
Mikkulainen, Risto
http://library.link/vocab/subjectName
  • Visual cortex
  • Visual Cortex
  • Computer Simulation
  • Models, Neurological
  • Cortex visuel
  • Biomédecine
  • Sciences de la vie
  • Visual cortex
Label
Computational maps in the visual cortex, Risto Miikkulainen [and others], (electronic resource)
Link
http://dx.doi.org/10.1007/0-387-28806-6
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Biological Background -- Computational Foundations -- LISSOM: A Computational Map Model of V1 -- Development of Maps and Connections -- Understanding Plasticity -- Understanding Visual Performance: The Tilt Aftereffect -- HLISSOM: A Hierarchical Model -- Understanding Low-Level Development: Orientation Maps -- Understanding High-Level Development: Face Detection -- PGLISSOM: A Perceptual Grouping Model -- Temporal Coding -- Understanding Perceptual Grouping: Contour Integration -- Computations in Visual Maps -- Scaling LISSOM simulations -- Discussion: Biological Assumptions and Predictions -- Future Work: Computational Directions -- Conclusion
Dimensions
unknown
Extent
1 online resource (xxix, 538 pages)
Form of item
online
Isbn
9780387288062
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations (some color)
Specific material designation
remote
Stock number
978-0-387-22024-6
System control number
  • (OCoLC)153646295
  • (OCoLC)ocn153646295
Label
Computational maps in the visual cortex, Risto Miikkulainen [and others], (electronic resource)
Link
http://dx.doi.org/10.1007/0-387-28806-6
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Biological Background -- Computational Foundations -- LISSOM: A Computational Map Model of V1 -- Development of Maps and Connections -- Understanding Plasticity -- Understanding Visual Performance: The Tilt Aftereffect -- HLISSOM: A Hierarchical Model -- Understanding Low-Level Development: Orientation Maps -- Understanding High-Level Development: Face Detection -- PGLISSOM: A Perceptual Grouping Model -- Temporal Coding -- Understanding Perceptual Grouping: Contour Integration -- Computations in Visual Maps -- Scaling LISSOM simulations -- Discussion: Biological Assumptions and Predictions -- Future Work: Computational Directions -- Conclusion
Dimensions
unknown
Extent
1 online resource (xxix, 538 pages)
Form of item
online
Isbn
9780387288062
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations (some color)
Specific material designation
remote
Stock number
978-0-387-22024-6
System control number
  • (OCoLC)153646295
  • (OCoLC)ocn153646295

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