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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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Bibliografische gegevens
Gepubliceerd in:Front Comput Neurosci
Hoofdauteurs: Zheng, Yufeng, Huang, Jun, Chen, Tianwen, Ou, Yang, Zhou, Wu
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2021
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7935523/
https://ncbi.nlm.nih.gov/pubmed/33679359
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2021.637144
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