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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
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Details
Subject(s)
Motion perception (Vision)
—
Computer simulation
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Visual cortex
—
Computer simulation
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Neural networks (Computer science)
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Series
Neural network modeling and connectionism
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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.
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ISBN
0262193299
9780262193290
LCCN
92019630
OCLC
25871300
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Neural computation of pattern motion : modeling stages of motion analysis in the primate visual cortex / Margaret Euphrasia Sereno.
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SCSB-3052906