02839nam a22005055i 4500 978-0-387-28806-2 DE-He213 20260521091850.0 cr nn 008mamaa 100301s2005 xxu| s |||| 0|eng d 9780387288062 99780387288062 10.1007/0-387-28806-6 doi CICY 573.8 23 Miikkulainen, Risto. author. Computational Maps in the Visual Cortex [recurso electrónico] / by Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, Joseph Sirosh. New York, NY : Springer New York, 2005. XXXII, 570 p. 177 illus., 47 in color. online resource. text txt rdacontent computer c rdamedia recurso en línea cr rdacarrier text file PDF rda 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. LIFE SCIENCES. NEUROSCIENCES. OPHTHALMOLOGY. BIOLOGY DATA PROCESSING. NEUROBIOLOGY. LIFE SCIENCES. NEUROBIOLOGY. NEUROSCIENCES. OPHTHALMOLOGY. COMPUTER APPL. IN LIFE SCIENCES. Bednar, James A. author. Choe, Yoonsuck. author. Sirosh, Joseph. author. SpringerLink (Online service) Springer eBooks Printed edition: 9780387220246 http://dx.doi.org/10.1007/0-387-28806-6 Ver el texto completo en las instalaciones del CICY ddc ER 32804 32804 0 0 ddc 0 0 LE CICY CICY EL 2025-07-10 0 573.8 2025-07-10 08:39:42 2025-07-10 ER