Journal
NEURAL COMPUTATION
Volume 18, Issue 2, Pages 415-429Publisher
M I T PRESS
DOI: 10.1162/089976606775093891
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Slightly modified versions of an early Hebbian/anti-Hebbian neural network are shown to be capable of extracting the sparse, independent linear components of a prefiltered natural image set. An explanation for this capability in terms of a coupling between two hypothetical networks is presented. The simple networks presented here provide alternative, biologically plausible mechanisms for sparse, factorial coding in early primate vision.
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