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

• 主要な著者: Yiwei Wang (著者), Lei Huang (著者), Siwen Jiang (著者), Yifei Wang (著者), Jun Zou (著者), Hongguang Fu (著者), Shengyong Yang (著者)
• フォーマット: 図書
• 出版事項: Frontiers Media S.A., 2020-01-01T00:00:00Z.
• 主題: article
• オンライン･アクセス: 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...