Efficient shallow learning as an alternative to deep learning

The realization of complex classification tasks requires training of deep learning (DL) architectures consisting of tens or even hundreds of convolutional and fully connected hidden layers, which is far from the reality of the human brain. According to the DL rationale, the first convolutional layer...

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Detalles Bibliográficos
Autores principales: Meir, Yuval, Tevet, Ofek, Tzach, Yarden, Hodassman, Shiri, Gross, Ronit D., Kanter, Ido
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10119101/
https://www.ncbi.nlm.nih.gov/pubmed/37080998
http://dx.doi.org/10.1038/s41598-023-32559-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10119101/
https://www.ncbi.nlm.nih.gov/pubmed/37080998
http://dx.doi.org/10.1038/s41598-023-32559-8

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