CICY GOBIERNO DE MÉXICO · SECIHTI

BIBLIOTECA

CICY.mx › Biblioteca › Catálogo en línea

Computational Maps in the Visual Cortex [recurso electrónico] / by Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, Joseph Sirosh.

By: Contributor(s): Material type: TextPublisher: New York, NY : Springer New York, 2005Description: XXXII, 570 p. 177 illus., 47 in color. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • recurso en línea
ISBN:
  • 9780387288062
  • 99780387288062
Subject(s): Additional physical formats: Printed edition:: No titleDDC classification:
  • 573.8 23
Online resources:
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.
In: Springer eBooksSummary: This book 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 results obtained to date. Together with the software package Topographica, it serves as a comprehensive foundation for future research in computational neuroscience of the visual cortex.
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
ER CICY LE 573.8 (Browse shelf(Opens below)) Available

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.

This book 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 results obtained to date. Together with the software package Topographica, it serves as a comprehensive foundation for future research in computational neuroscience of the visual cortex.

There are no comments on this title.

to post a comment.