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, exponent...

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Bibliographic Details
Main Authors: Cox, David D., Pinto, Nicolas, Doukhan, David, DiCarlo, James
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:en_US
Published: Public Library of Science 2010
Online Access:http://hdl.handle.net/1721.1/55377
https://orcid.org/0000-0002-1592-5896
https://orcid.org/0000-0002-2189-9743