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TbsNet: the importance of thin-branch structures in CNNs

The performance of a convolutional neural network (CNN) model is influenced by several factors, such as depth, width, network structure, size of the receptive field, and feature map scaling. The optimization of the best combination of these factors poses as the main difficulty in designing a viable...

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Detalles Bibliográficos
Autores principales: Hu, Xiujian, Sheng, Guanglei, Shi, Piao, Ding, Yuanyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280644/
https://www.ncbi.nlm.nih.gov/pubmed/37346637
http://dx.doi.org/10.7717/peerj-cs.1429