Reservoir computing based echo state networks for ventricular heart beat classification

• Main Authors: Mastoi, Qurat-Ul-Ain, Teh, Ying Wah, Raj, Ram Gopal
• Format: Article
• Published: MDPI 2019
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/24042/; https://doi.org/10.3390/app9040702
• Institution: Universiti Malaya

The abnormal conduction of cardiac activity in the lower chamber of the heart (ventricular) can cause cardiac diseases and sometimes leads to sudden death. In this paper, the author proposed the Reservoir Computing (RC) based Echo State Networks (ESNs) for ventricular heartbeat classification based...