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Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN)

Recently DCNN (Deep Convolutional Neural Network) has been advocated as a general and promising modeling approach for neural object representation in primate inferotemporal cortex. In this work, we show that some inherent non-uniqueness problem exists in the DCNN-based modeling of image object repre...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Dong, Qiulei, Liu, Bo, Hu, Zhanyi
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7235366/
https://ncbi.nlm.nih.gov/pubmed/32477087
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.00035
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