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On transformative adaptive activation functions in neural networks for gene expression inference

Gene expression profiling was made more cost-effective by the NIH LINCS program that profiles only ∼1, 000 selected landmark genes and uses them to reconstruct the whole profile. The D–GEX method employs neural networks to infer the entire profile. However, the original D–GEX can be significantly im...

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Detalles Bibliográficos
Autores principales: Kunc, Vladimír, Kléma, Jiří
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808640/
https://www.ncbi.nlm.nih.gov/pubmed/33444316
http://dx.doi.org/10.1371/journal.pone.0243915