DocumentCode :
1946612
Title :
Cortical representation of information about visual attributes: one network or many?
Author :
Xiao, Youping ; Rao, Ravi ; Cecchi, Guilermo ; Kaplan, Ehud
Author_Institution :
Mount Sinai Sch. of Med., New York
fYear :
2007
fDate :
12-17 Aug. 2007
Firstpage :
1785
Lastpage :
1789
Abstract :
Information about various visual attributes, such as orientation or color, is represented in the primate striate cortex (VI) before reaching extrastriate cortices. Previous studies, using single-or multi-unit recordings, have reached conflicting conclusions regarding the question of whether these different attributes are represented by separate populations of neurons in VI. We addressed this question with imaging of intrinsic optical signals from macaque VI. The animals viewed either full field (uniform) color stimuli or drifting black and white gratings of various orientations. We used the Support Vector Machine (SVM) algorithm to determine the relative amount of information about a given attribute at each cortical location. We found that each single-trial image contained significant amounts of information about color or orientation. The information about either attribute was distributed unevenly across VI. Color information was concentrated in small regions of high information density, surrounded by large regions of low information density, while orientation information showed the opposite pattern. Our results are consistent with the hypothesis that color and orientation are represented in different compartments in VI.
Keywords :
brain; image colour analysis; medical image processing; neurophysiology; support vector machines; cortical visual information representation; extrastriate cortex; image color analysis; primate striate cortex; support vector machine algorithm; Biological neural networks; Brain; Humans; Image color analysis; Neurons; Optical imaging; Optical recording; Psychology; Support vector machines; Visual system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2007. IJCNN 2007. International Joint Conference on
Conference_Location :
Orlando, FL
ISSN :
1098-7576
Print_ISBN :
978-1-4244-1379-9
Electronic_ISBN :
1098-7576
Type :
conf
DOI :
10.1109/IJCNN.2007.4371228
Filename :
4371228
Link To Document :
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