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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, exponents in...

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Detalhes bibliográficos
Main Authors: Pinto, Nicolas, Doukhan, David, DiCarlo, James J., Cox, David D.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2775908/
https://ncbi.nlm.nih.gov/pubmed/19956750
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1000579
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