Computational Neuroscience of Vision

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Edmund Rolls (, Head of the Computational Neuroscience Unit, Department of Psychology, University of Oxford) Gustavo Deco (, Siemens Research Laboratory, Germany)

Computational Neuroscience of Vision

Edmund Rolls (, Head of the Computational Neuroscience Unit, Department of Psychology, University of Oxford), Gustavo Deco (, Siemens Research Laboratory, Germany)

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English

Oxford University Press
01 February 2002

Psychological theory & schools of thought; Cognition & cognitive psychology; Neurology & clinical neurophysiology; Neurosciences; Artificial intelligence; Neural networks & fuzzy systems

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.

By: Edmund Rolls ( Head of the Computational Neuroscience Unit Department of Psychology University of Oxford), Gustavo Deco (, Siemens Research Laboratory, Germany)
Imprint: Oxford University Press
Country of Publication: United Kingdom
Dimensions: Height: 240mm, Width: 169mm, Spine: 32mm
Weight: 1g
ISBN: 9780198524885
ISBN 10: 0198524889
Pages: 590
Publication Date: 01 February 2002
Audience: College/higher education , Professional and scholarly , Postgraduate, Research & Scholarly , A / AS level , Undergraduate
Format: Paperback
Publisher's Status: Active

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 Appendix AIntroduction to linear algebra for neural networks Appendix BInformation theory References Index

Professor Edmund Rolls DSc is a major figure in the field of neuroscience. His books are usually controversial, but without exception, highly successful. Gustavo Deco is a lesser known scientist, though one with a reputation for high quality research, and unquestionably a future star in psychology/neuroscience

Reviews for Computational Neuroscience of Vision

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. Science, July 2002 This book provides an outstanding illustration and defence of the computational approach to brain research. Trends in Cognitive Sciences ... useful to anyone who is interested in the underlying principles of visual processing, whether their interest in vision is from the computational, neurobiological, or psychological standpoint. Perception 31/10