2 papers
eess.SP2024
Soli-enabled Noncontact Heart Rate Detection for Sleep and Meditation Tracking
Luzhou Xu, Jaime Lien, Haiguang Li +17
Heart rate (HR) is a crucial physiological signal that can be used to monitor health and fitness. Traditional methods for measuring HR require wearable devices, which can be inconv…
cs.LG2024
Enhancing User Experience in On-Device Machine Learning with Gated Compression Layers
Haiguang Li, Usama Pervaiz, Joseph Antognini +4
On-device machine learning (ODML) enables powerful edge applications, but power consumption remains a key challenge for resource-constrained devices. To address this, developers of…