Neural computation of pattern motion : modeling stages of motion analysis in the primate visual cortex / Margaret Euphrasia Sereno.

Author
Sereno, Margaret Euphrasia [Browse]
Format
Book
Language
English
Published/​Created
Cambridge, Mass. : MIT Press, ©1993.
Description
vi, 181 p. : ill. ; 24 cm.

Availability

Copies in the Library

Location Call Number Status Location Service Notes
Lewis Library - Stacks QP493 .S47 1993 Browse related items Request

    Details

    Subject(s)
    Series
    Neural network modeling and connectionism [More in this series]
    Notes
    "A Bradford book."
    Bibliographic references
    Includes bibliographical references (p. [161]-177) and index.
    Contents
    • 1. Introduction
    • 2. Computational, Psychophysical, and Neurobiological Approaches to Motion Measurement
    • 3. The Model
    • 3.1. Theoretical Background
    • 3.2. Structure
    • 3.3. Linear Associator
    • 3.4. Performance Measures
    • 4. Simulation Results
    • 4.1. Training Set and Network Structure
    • 4.2. Weight Structures after Training
    • 4.3. Performance as a Function of the Number of Input Locations
    • 4.4. Performance of Average/Prototype Weight Matrices
    • 4.5. Speed Psychophysics
    • 4.6. Multiple Moving Objects
    • 4.7. Motion Coherency
    • 4.8. Plaid Angle Simulation
    • 4.9. Plaid Angle Psychophysics
    • 5. Psychophysical Demonstrations
    • 5.1. Split-Herringbone Illusions for Rotation and Dilation
    • 5.2. Nulling the Perceived Size Change of Rotating Spirals and the Perceived Nonrigidity of Rotating Ellipses
    • 6. Summary and Conclusions
    • 6.1. Structural Account of Model's Performance
    • 6.2. Network Approach Contrasted with Other Approaches
    • 6.3. Future Directions
    • Appendix: Aperture Problem Linearity
    • A.1. Analytic Solutions to the Aperture Problem
    • A.2. Linear and Nonlinear Aspects of the Aperture Problem.
    ISBN
    • 0262193299
    • 9780262193290
    LCCN
    92019630
    OCLC
    25871300
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