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Orthogonal Representations of Object Shape and Category in Deep Convolutional Neural Networks and Human Visual Cortex

Deep Convolutional Neural Networks (CNNs) are gaining traction as the benchmark model of visual object recognition, with performance now surpassing humans. While CNNs can accurately assign one image to potentially thousands of categories, network performance could be the result of layers that are tu...

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Detaylı Bibliyografya
Yayımlandı:Sci Rep
Asıl Yazarlar: Zeman, Astrid A., Ritchie, J. Brendan, Bracci, Stefania, Op de Beeck, Hans
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Publishing Group UK 2020
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC7016009/
https://ncbi.nlm.nih.gov/pubmed/32051467
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-59175-0
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