Lossless Reconstruction of Convolutional Neural Network for Channel-Based Network Pruning

Network pruning reduces the number of parameters and computational costs of convolutional neural networks while maintaining high performance. Although existing pruning methods have achieved excellent results, they do not consider reconstruction after pruning in order to apply the network to actual d...

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Detalles Bibliográficos
Autores principales: Lee, Donghyeon, Lee, Eunho, Hwang, Youngbae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959087/
https://www.ncbi.nlm.nih.gov/pubmed/36850698
http://dx.doi.org/10.3390/s23042102

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959087/
https://www.ncbi.nlm.nih.gov/pubmed/36850698
http://dx.doi.org/10.3390/s23042102

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