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
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
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