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Semantic Relatedness Emerges in Deep Convolutional Neural Networks Designed for Object Recognition

Human not only can effortlessly recognize objects, but also characterize object categories into semantic concepts with a nested hierarchical structure. One dominant view is that top-down conceptual guidance is necessary to form such hierarchy. Here we challenged this idea by examining whether deep c...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Huang, Taicheng, Zhen, Zonglei, Liu, Jia
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7938322/
https://ncbi.nlm.nih.gov/pubmed/33692678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2021.625804
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