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Information Flows of Diverse Autoencoders

Deep learning methods have had outstanding performances in various fields. A fundamental query is why they are so effective. Information theory provides a potential answer by interpreting the learning process as the information transmission and compression of data. The information flows can be visua...

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Detalles Bibliográficos
Autores principales: Lee, Sungyeop, Jo, Junghyo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303402/
https://www.ncbi.nlm.nih.gov/pubmed/34356403
http://dx.doi.org/10.3390/e23070862