Cargando…

Fully interpretable deep learning model of transcriptional control

MOTIVATION: The universal expressibility assumption of Deep Neural Networks (DNNs) is the key motivation behind recent worksin the systems biology community to employDNNs to solve important problems in functional genomics and moleculargenetics. Typically, such investigations have taken a ‘black box’...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Yi, Barr, Kenneth, Reinitz, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7355248/
https://www.ncbi.nlm.nih.gov/pubmed/32657418
http://dx.doi.org/10.1093/bioinformatics/btaa506