Expectation pooling: an effective and interpretable pooling method for predicting DNA–protein binding

MOTIVATION: Convolutional neural networks (CNNs) have outperformed conventional methods in modeling the sequence specificity of DNA–protein binding. While previous studies have built a connection between CNNs and probabilistic models, simple models of CNNs cannot achieve sufficient accuracy on this...

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Detalles Bibliográficos
Autores principales: Luo, Xiao, Tu, Xinming, Ding, Yang, Gao, Ge, Deng, Minghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7703793/
https://www.ncbi.nlm.nih.gov/pubmed/31598637
http://dx.doi.org/10.1093/bioinformatics/btz768

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7703793/
https://www.ncbi.nlm.nih.gov/pubmed/31598637
http://dx.doi.org/10.1093/bioinformatics/btz768

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