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Comparing feedforward neural networks using independent component analysis on hidden units

Neural networks are widely used for classification and regression tasks, but they do not always perform well, nor explicitly inform us of the rationale for their predictions. In this study we propose a novel method of comparing a pair of different feedforward neural networks, which draws on independ...

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Detalles Bibliográficos
Autores principales: Satoh, Seiya, Yamagishi, Kenta, Takahashi, Tatsuji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449181/
https://www.ncbi.nlm.nih.gov/pubmed/37616212
http://dx.doi.org/10.1371/journal.pone.0290435