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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...
Autores principales: | Basirat, Mina, Geiger, Bernhard C., Roth, Peter M. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
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 |
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