A Geometric Perspective on Information Plane Analysis

Information plane analysis, describing the mutual information between the input and a hidden layer and between a hidden layer and the target over time, has recently been proposed to analyze the training of neural networks. Since the activations of a hidden layer are typically continuous-valued, this...

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Detalles Bibliográficos
Autores principales: Basirat, Mina, Geiger, Bernhard C., Roth, Peter M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8228019/
https://www.ncbi.nlm.nih.gov/pubmed/34205211
http://dx.doi.org/10.3390/e23060711

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8228019/
https://www.ncbi.nlm.nih.gov/pubmed/34205211
http://dx.doi.org/10.3390/e23060711

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