Capsule Networks Showed Excellent Performance in the Classification of hERG Blockers/Nonblockers

Capsule networks (CapsNets), a new class of deep neural network architectures proposed recently by Hinton et al., have shown a great performance in many fields, particularly in image recognition and natural language processing. However, CapsNets have not yet been applied to drug discovery-related st...

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Detalles Bibliográficos
Autores principales: Wang, Yiwei, Huang, Lei, Jiang, Siwen, Wang, Yifei, Zou, Jun, Fu, Hongguang, Yang, Shengyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Pharmacology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6997788/
https://www.ncbi.nlm.nih.gov/pubmed/32063849
http://dx.doi.org/10.3389/fphar.2019.01631

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6997788/
https://www.ncbi.nlm.nih.gov/pubmed/32063849
http://dx.doi.org/10.3389/fphar.2019.01631

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