Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable
Devices

Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices

24 March 2022

Alessio Burrello

Daniele Jahier Pagliari

Luca Benini

Papers citing "Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices"

10 / 10 papers shown

Title
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch Christodoulos Kechris Jonathan Dan Jose Miranda David Atienza 25 2 0 02 May 2024
A Review of Deep Learning Methods for Photoplethysmography Data Guangkun Nie Jiabao Zhu Gongzheng Tang Deyun Zhang Shijia Geng Qinghao Zhao Shenda Hong 30 6 0 23 Jan 2024
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation Valentin Bieri Paul Streli B. U. Demirel Christian Holz 14 8 0 13 Jun 2023
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation Alessio Burrello Matteo Risso Noemi Tomasello Yukai Chen Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 12 2 0 08 Jun 2023
Tiny-PPG: A Lightweight Deep Neural Network for Real-Time Detection of Motion Artifacts in Photoplethysmogram Signals on Edge Devices Yali Zheng Chen Henry Wu Peizheng Cai Zhiqiang Zhong Hongda Huang Yali Zheng 25 15 0 05 May 2023
Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays Chen Xie Francesco Daghero Yukai Chen Marco Castellano Luca Gandolfi A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari 14 6 0 12 Apr 2023
MoRSE: Deep Learning-based Arm Gesture Recognition for Search and Rescue Operations P. Kasnesis Christos Chatzigeorgiou Dimitrios G. Kogias C. Patrikakis Harris V. Georgiou Aspasia Tzeletopoulou 11 3 0 15 Oct 2022
Multi-Head Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation P. Kasnesis Lazaros Toumanidis Alessio Burrello Christos Chatzigeorgiou C. Patrikakis 21 1 0 14 Oct 2022
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes Matteo Risso Alessio Burrello Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari MQ 9 11 0 17 Jun 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks Matteo Risso Alessio Burrello Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari 9 3 0 01 Jun 2022