DocumentCode
1930699
Title
Combinatorial representation of color in visual cortex
Author
Sejnowski, Terrence
Author_Institution
Howard Hughes Med. Inst., The Salk Inst., La Jolla, CA, USA
Volume
4
fYear
2003
fDate
20-24 July 2003
Abstract
Summary form only given. The responses of many neurons in primary visual cortex of monkeys are selective for the color of homogeneous color patches in their receptive fields presented on a neutral gray background. When stimuli were presented on colored backgrounds, chromatic tuning was different in most neurons, and the changes in the tuning curves depended on the chromatic contrast between stimulus and background. Although the response tuning curves and their modulation by the background color do not appear to be separable, the likelihood of the ratio of spike counts can be fit by a product of two terms one of which depends only on the color in the receptive field and the second only on the color in the nonclassical receptive field. This type of separability may be a general mechanism that the cortex uses to combine information from different contexts. Nonclassical receptive field surrounds are found in many cortical neurons and these results suggest that they are an efficient way to combine context information with feature information within a Bayesian framework.
Keywords
Bayes methods; bioelectric potentials; brain; colour vision; neurophysiology; Bayesian framework; chromatic tuning; combinatorial color representation; homogeneous color patches; monkeys; neutral gray background; primary visual cortex; receptive fields; response tuning curves; spike counts; Bayesian methods; Neurons;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2003. Proceedings of the International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-7898-9
Type
conf
DOI
10.1109/IJCNN.2003.1224096
Filename
1224096
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