Physical reservoir computing for optical stethoscope-based heart sound biometric identification

Heart sound signal has emerged as a promising solution to biometric identification. In this paper, we use an optical flow algorithm to retrieve optical stethoscope-based heart sound signals from a laser-camera system. We apply physical reservoir computing (RC) for the classification algorithm. As a...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on artificial intelligence S. 1 - 14
Hauptverfasser:	Ding, Yuqi, Li, Haobo, Liang, Xiangpeng, Vaskeviciute, Marija, Faccio, Daniele, Heidari, Hadi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 2025
Schlagworte:	Adaptive optics Biomedical optical imaging Biometric identification Cameras Classification algorithms edge computing Heart Machine learning neuromorphic processor Optical reflection optical stethoscope rotating neuron reservoir Speckle Stethoscope
ISSN:	2691-4581, 2691-4581
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!