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Joint design and compression of convolutional neural networks as a Bi-level optimization problem

Over the last decade, deep neural networks have shown great success in the fields of machine learning and computer vision. Currently, the CNN (convolutional neural network) is one of the most successful networks, having been applied in a wide variety of application domains, including pattern recogni...

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Detalles Bibliográficos
Autores principales: Louati, Hassen, Bechikh, Slim, Louati, Ali, Aldaej, Abdulaziz, Said, Lamjed Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9112272/
https://www.ncbi.nlm.nih.gov/pubmed/35599971
http://dx.doi.org/10.1007/s00521-022-07331-0