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Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks

Recently, deep convolutional neural networks (DCNNs) have attained human-level performances on challenging object recognition tasks owing to their complex internal representation. However, it remains unclear how objects are represented in DCNNs with an overwhelming number of features and non-linear...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Liu, Xingyu, Zhen, Zonglei, Liu, Jia
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7755594/
https://ncbi.nlm.nih.gov/pubmed/33362499
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.578158
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