Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream

Humans recognize visually-presented objects rapidly and accurately. To understand this ability, we seek to construct models of the ventral stream, the series of cortical areas thought to subserve object recognition. One tool to assess the quality of a model of the ventral stream is the Representatio...

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Bibliographic Details
Main Authors: Yamins, Daniel L. K., Hong, Ha, Cadieu, Charles, DiCarlo, James
Other Authors: Harvard University--MIT Division of Health Sciences and Technology
Format: Article
Language:en_US
Published: Neural Information Processing Systems Foundation 2015
Online Access:http://hdl.handle.net/1721.1/95910
https://orcid.org/0000-0002-1592-5896
https://orcid.org/0000-0001-7779-2219