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...

Celý popis

Podrobná bibliografia

Vydané v:	IEEE transactions on artificial intelligence s. 1 - 14
Hlavní autori:	Ding, Yuqi, Li, Haobo, Liang, Xiangpeng, Vaskeviciute, Marija, Faccio, Daniele, Heidari, Hadi
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 2025
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!