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Autoencoders reloaded

In Bourlard and Kamp (Biol Cybern 59(4):291–294, 1998), it was theoretically proven that autoencoders (AE) with single hidden layer (previously called “auto-associative multilayer perceptrons”) were, in the best case, implementing singular value decomposition (SVD) Golub and Reinsch (Linear algebra,...

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Detalles Bibliográficos
Autores principales: Bourlard, Hervé, Kabil, Selen Hande
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287259/
https://www.ncbi.nlm.nih.gov/pubmed/35727351
http://dx.doi.org/10.1007/s00422-022-00937-6