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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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Veröffentlicht in:Front Comput Neurosci
Hauptverfasser: Liu, Xingyu, Zhen, Zonglei, Liu, Jia
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2020
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Online Zugang: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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