Transfer of Learning in the Convolutional Neural Networks on Classifying Geometric Shapes Based on Local or Global Invariants

The convolutional neural networks (CNNs) are a powerful tool of image classification that has been widely adopted in applications of automated scene segmentation and identification. However, the mechanisms underlying CNN image classification remain to be elucidated. In this study, we developed a new...

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Detalles Bibliográficos
Autores principales: Zheng, Yufeng, Huang, Jun, Chen, Tianwen, Ou, Yang, Zhou, Wu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935523/
https://www.ncbi.nlm.nih.gov/pubmed/33679359
http://dx.doi.org/10.3389/fncom.2021.637144

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935523/
https://www.ncbi.nlm.nih.gov/pubmed/33679359
http://dx.doi.org/10.3389/fncom.2021.637144

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