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

• Autores principales: Yiwei Wang (Autor), Lei Huang (Autor), Siwen Jiang (Autor), Yifei Wang (Autor), Jun Zou (Autor), Hongguang Fu (Autor), Shengyong Yang (Autor)
• Formato: Libro
• Publicado: Frontiers Media S.A., 2020-01-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

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...