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Capsule networks as recurrent models of grouping and segmentation

Classically, visual processing is described as a cascade of local feedforward computations. Feedforward Convolutional Neural Networks (ffCNNs) have shown how powerful such models can be. However, using visual crowding as a well-controlled challenge, we previously showed that no classic model of visi...

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Библиографические подробности
Опубликовано в: :PLoS Comput Biol
Главные авторы: Doerig, Adrien, Schmittwilken, Lynn, Sayim, Bilge, Manassi, Mauro, Herzog, Michael H.
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2020
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7394447/
https://ncbi.nlm.nih.gov/pubmed/32692780
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008017
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