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A novel residual block: replace Conv1× 1 with Conv3×3 and stack more convolutions

The residual structure has an important influence on the design of the neural network model. The neural network model based on residual structure has excellent performance in computer vision tasks. However, the performance of classical residual networks is restricted by the size of receptive fields,...

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Detalles Bibliográficos
Autores principales: Hu, XiuJian, Sheng, Guanglei, Zhang, Daohua, Li, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280407/
https://www.ncbi.nlm.nih.gov/pubmed/37346580
http://dx.doi.org/10.7717/peerj-cs.1302