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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...
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| Vydáno v: | PLoS Comput Biol |
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| Hlavní autoři: | , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Public Library of Science
2018
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| Témata: | |
| On-line přístup: | 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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