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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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Detalles Bibliográficos
Autores principales: Liu, Xingyu, Zhen, Zonglei, Liu, Jia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7755594/
https://www.ncbi.nlm.nih.gov/pubmed/33362499
http://dx.doi.org/10.3389/fncom.2020.578158