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eess.SP2026
Dense and Query-Set Prediction for J-Peak Detection in Pillow-Based Ballistocardiography
Shengwei Guo, Guobing Sun
Pillow-based ballistocardiography (BCG) enables unobtrusive cardiac monitoring, but J-peak detection is commonly learned as dense sequence labeling although the desired output is a…
eess.SP2026
MAD: A Multimodal and Multi-perspective Affective Dataset with Hierarchical Annotations
Shengwei Guo, Yunqing Qiao, Wenzhan Zhang +3
This work presents MAD (Multimodal Affection Dataset), a multimodal emotion dataset designed for affective computing and neurophysiological modeling. MAD is built upon synchronous…
eess.SP2024
SomnoNet: A Lightweight and Interpretable Framework for Sleep Staging Using Single-Channel EEG
Shengwei Guo, Guobing Sun
Automated sleep staging from single-channel electroencephalography (EEG) is attractive for scalable sleep assessment, but practical systems must jointly address accuracy, efficienc…