Study on Representation Invariances of CNNs and Human Visual Information Processing Based on Data Augmentation

Representation invariance plays a significant role in the performance of deep convolutional neural networks (CNNs) and human visual information processing in various complicated image-based tasks. However, there has been abounding confusion concerning the representation invariance mechanisms of the...

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Detalles Bibliográficos
Autores principales: Cui, Yibo, Zhang, Chi, Qiao, Kai, Wang, Linyuan, Yan, Bin, Tong, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564968/
https://www.ncbi.nlm.nih.gov/pubmed/32887405
http://dx.doi.org/10.3390/brainsci10090602

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564968/
https://www.ncbi.nlm.nih.gov/pubmed/32887405
http://dx.doi.org/10.3390/brainsci10090602

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