Information Bottleneck Theory Based Exploration of Cascade Learning

In solving challenging pattern recognition problems, deep neural networks have shown excellent performance by forming powerful mappings between inputs and targets, learning representations (features) and making subsequent predictions. A recent tool to help understand how representations are formed i...

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Detalles Bibliográficos
Autores principales: Du, Xin, Farrahi, Katayoun, Niranjan, Mahesan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535168/
https://www.ncbi.nlm.nih.gov/pubmed/34682084
http://dx.doi.org/10.3390/e23101360

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535168/
https://www.ncbi.nlm.nih.gov/pubmed/34682084
http://dx.doi.org/10.3390/e23101360

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