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Enhanced mechanisms of pooling and channel attention for deep learning feature maps

The pooling function is vital for deep neural networks (DNNs). The operation is to generalize the representation of feature maps and progressively cut down the spatial size of feature maps to optimize the computing consumption of the network. Furthermore, the function is also the basis for the compu...

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Detalles Bibliográficos
Autores principales: Li, Hengyi, Yue, Xuebin, Meng, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9748832/
https://www.ncbi.nlm.nih.gov/pubmed/36532804
http://dx.doi.org/10.7717/peerj-cs.1161