Complex cell pooling and the statistics of natural images
نویسندگان
چکیده
منابع مشابه
Complex cell pooling and the statistics of natural images.
In previous work, we presented a statistical model of natural images that produced outputs similar to receptive fields of complex cells in primary visual cortex. However, a weakness of that model was that the structure of the pooling was assumed a priori and not learned from the statistical properties of natural images. Here, we present an extended model in which the pooling nonlinearity and th...
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ژورنال
عنوان ژورنال: Network: Computation in Neural Systems
سال: 2007
ISSN: 0954-898X,1361-6536
DOI: 10.1080/09548980701418942