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SLRProp: A Back-Propagation Variant of Sparse Low Rank Method for DNNs Reduction

Application of deep neural networks (DNN) in edge computing has emerged as a consequence of the need of real time and distributed response of different devices in a large number of scenarios. To this end, shredding these original structures is urgent due to the high number of parameters needed to re...

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Detalles Bibliográficos
Autores principales: Garmendia-Orbegozo, Asier, Nuñez-Gonzalez, Jose David, Anton, Miguel Angel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10006865/
https://www.ncbi.nlm.nih.gov/pubmed/36904922
http://dx.doi.org/10.3390/s23052718