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Deep convolutional networks do not classify based on global object shape

Deep convolutional networks (DCNNs) are achieving previously unseen performance in object classification, raising questions about whether DCNNs operate similarly to human vision. In biological vision, shape is arguably the most important cue for recognition. We tested the role of shape information i...

詳細記述

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書誌詳細
出版年:PLoS Comput Biol
主要な著者: Baker, Nicholas, Lu, Hongjing, Erlikhman, Gennady, Kellman, Philip J.
フォーマット: Artigo
言語:Inglês
出版事項: Public Library of Science 2018
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC6306249/
https://ncbi.nlm.nih.gov/pubmed/30532273
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1006613
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