3 papers
cs.HC2025
LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning
Jianchao Lu, Yuzhe Tian, Yang Zhang +2
Brain--computer interfaces are groundbreaking technology whereby brain signals are used to control external devices. Despite some advances in recent years, electroencephalogram (EE…
cs.LG2023
LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning
Jianchao Lu, Yuzhe Tian, Yang Zhang +2
Brain--computer interfaces are groundbreaking technology whereby brain signals are used to control external devices. Despite some advances in recent years, electroencephalogram (EE…
eess.SP2022
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition
Jianchao Lu, Yuzhe Tian, Shuang Wang +2
Sleep stage recognition is crucial for assessing sleep and diagnosing chronic diseases. Deep learning models, such as Convolutional Neural Networks and Recurrent Neural Networks, a…