A CNN-Transformer Deep Learning Model for Real-time Sleep Stage Classification in an Energy-Constrained Wireless Device. - Zongyan Yao; Xilin Liu (CoRR, 2022)

An sEMG-Controlled Prosthetic Hand Featuring a Tiny CNN-Transformer Model and Force Feedback. - Savanna Blade; Zongyan Yao; Yuhan Hou; Yinfei Li; Sihan Zhou; Yining Wang; Xilin Liu (BioCAS, 2023)

A CNN-Transformer Deep Learning Model for Real-time Sleep Stage Classification in an Energy-Constrained Wireless Device*. - Zongyan Yao; Xilin Liu (NER, 2023)