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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Comput Neurosci
Prif Awduron: Zheng, Yufeng, Huang, Jun, Chen, Tianwen, Ou, Yang, Zhou, Wu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2021
Pynciau:
Mynediad Ar-lein: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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