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Computational Maps in the Visual Cortex

Risto Miikkulainen James A. Bednar Yoonsuck Choe Joseph Sirosh

Resumen/Descripción – provisto por la editorial

No disponible.

Palabras clave – provistas por la editorial

Neurobiology; Neurosciences; Ophthalmology; Computer Appl. in Life Sciences

Disponibilidad
Institución detectada Año de publicación Navegá Descargá Solicitá
No detectada 2005 SpringerLink

Información

Tipo de recurso:

libros

ISBN impreso

978-0-387-22024-6

ISBN electrónico

978-0-387-28806-2

Editor responsable

Springer Nature

País de edición

Reino Unido

Fecha de publicación

Información sobre derechos de publicación

© Springer Science+Business Media, Inc. 2005

Cobertura temática

Tabla de contenidos

Introduction

Palabras clave: Visual Cortex; Visual Input; Contour Integration; Lateral Geniculate Nucleus; Primary Visual Cortex.

Part I - Foundations | Pp. 3-13

Biological Background

Palabras clave: Visual Cortex; Visual Input; Primary Visual Cortex; Perceptual Grouping; Tree Shrew.

Part I - Foundations | Pp. 15-37

Computational Foundations

Palabras clave: Visual Cortex; Weight Vector; Primary Visual Cortex; Computational Unit; Ocular Dominance.

Part I - Foundations | Pp. 39-64

LISSOM: A Computational Map Model of V1

Palabras clave: Visual Cortex; Input Pattern; Connection Weight; Perceptual Grouping; Excitatory Connection.

Part II - Input-driven Self-organization | Pp. 67-83

Development of Maps and Connections

Palabras clave: Ocular Dominance; Direction Selectivity; Lateral Connection; Connection Pattern; Retinal Wave.

Part II - Input-driven Self-organization | Pp. 85-132

Understanding Plasticity

Palabras clave: Lateral Inhibition; Lesion Area; Cortical Lesion; Retinal Lesion; Lateral Connection.

Part II - Input-driven Self-organization | Pp. 133-153

Understanding Visual Performance: The Tilt Aftereffect

Palabras clave: Test Stimulus; Lateral Inhibition; Test Line; Orientation Difference; Connection Strength.

Part II - Input-driven Self-organization | Pp. 155-172

HLISSOM: A Hierarchical Model

Palabras clave: Input Pattern; Visual Experience; Orientation Selectivity; Lateral Connection; Lateral Excitation.

Part III - Constructing Visual Function | Pp. 175-187

Understanding Low-Level Development: Orientation Maps

Palabras clave: Natural Image; Visual Environment; Postnatal Development; Lateral Connection; Internal Input.

Part III - Constructing Visual Function | Pp. 189-202

Understanding High-Level Development: Face Detection

Palabras clave: Face Detection; Training Pattern; Contrast Sensitivity Function; Face Preference; Schematic Pattern.

Part III - Constructing Visual Function | Pp. 203-238