Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification

Neural network pruning is critical to alleviating the high computational cost of deep neural networks on resource-limited devices. Conventional network pruning methods compress the network based on the hand-crafted rules with a pre-defined pruning ratio (PR), which fails to consider the variety of c...

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Detalles Bibliográficos
Autores principales: Chen, Lin, Gong, Saijun, Shi, Xiaoyu, Shang, Mingsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578706/
https://www.ncbi.nlm.nih.gov/pubmed/34776916
http://dx.doi.org/10.3389/fncom.2021.760554

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578706/
https://www.ncbi.nlm.nih.gov/pubmed/34776916
http://dx.doi.org/10.3389/fncom.2021.760554

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