A high-throughput screening approach to discovering good forms of biologically inspired visual representation.

While many models of biological object recognition share a common set of "broad-stroke" properties, the performance of any one model depends strongly on the choice of parameters in a particular instantiation of that model--e.g., the number of units per layer, the size of pooling kernels, e...

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Bibliographic Details
Main Authors: Nicolas Pinto, David Doukhan, James J DiCarlo, David D Cox
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-11-01
Series:PLoS Computational Biology
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/19956750/pdf/?tool=EBI