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THE SPARSE CODING STRATEGY EMPLOYED BY SIMPLE CELLS IN VISUAL CORTEX V1
YANG Qian, QI Xiang-lin, WANG Yun-jiu
CHINESE JOURNAL OF COMPUTATIONAL PHYSICS
2001, 18 (2):
143-146.
The spatial receptive fields of simple cells in mammalian striate cortex have been characterizd as being localized,oriented,and band pass detectors.These receptive fields produced a sparse distribution of output activity in response to natural image.It shows a model of sparse coding with overcomplete basis sets in the population of simple cells from the physical process of image detection,and gives coding representation of image in realistic visual environment.
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