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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Comput Neurosci
Prif Awduron: Liu, Xingyu, Zhen, Zonglei, Liu, Jia
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2020
Pynciau:
Mynediad Ar-lein: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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