Computational Maps in the Visual Cortex

Biological structures can be seen as collections of special devices coordinated by a matrix of organization. Devices are dif?cult to evolve and are meticulously conserved through the eons. Organization is a ?uid medium capable of rapid adaptation. The brain carries organizational ?uidity to the extr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Miikkulainen, Risto (Autor), Bednar, James A. (Autor), Choe, Yoonsuck (Autor), Sirosh, Joseph (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Temas:
Neurosciences.
Ophthalmology.
Bioinformatics.
Neuroscience.
Computational and Systems Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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