Computational Neuroscience of Vision

AvEdmund Rolls,Gustavo Deco

Häftad, Engelska, 2001

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Beskrivning

This exciting new book presents a highly complex subject of vision, focussing on the visual information processing and computational operations in the visual system that lead to representations of objects in the brain. In addition to visual processing, it also considers how visual imputs reach and are involved in the computations underlying a wide range of behaviour, thus providing a foundation for understanding the operation of a number of different brain systems. This fascinating book will be of value to all those interested in understanding how the brain works, and in understanding vision, attention, memory, emotion, motivation and action.

Produktinformation

Utgivningsdatum:2001-11-01
Mått:169 x 240 x 32 mm
Vikt:990 g
Format:Häftad
Språk:Engelska
Antal sidor:590
Förlag:OUP OXFORD
ISBN:9780198524885

Utforska kategorier

Biovetenskap inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och IT

Recensioner i media

Computational Neuroscience of Vision provides encouraging indications that the field itself is spawning a new form of neurobiologist in which experimentalist and theorist share the same brain.

Innehållsförteckning

PREFACE ; 1. Introduction ; 2. The primary visual cortex ; 3. Extrastriate visual areas ; 4. The parietal cortex ; 5. Inferior temporal cortical visual areas ; 6. Visual attentional mechanisms ; 7. Neural network models ; 8. Models of invariant object recognition ; 9. The cortical neurodynamics of visual attention - a model ; 10. Visual search: Attentional neurodynamics at work ; 11. A computational approach to the neuropsychology of visual attention ; 12. Outputs of visual processing ; 13. Principles and conclusions ; INTRODUCTION TO LINEAR ALGEBRA FOR NEURAL NETWORKS ; INFORMATION THEORY ; References ; Index