Yimeng You
Papers
1
Total Citations
5
H-Index
1
About
Yimeng You is a rising researcher in the field of brain-computer interfaces (BCIs), with a focused interest in motor imagery (MI) and neural signal processing for rehabilitation robotics. Their key research areas include multi-scale temporal modeling, attention mechanisms, and force level classification from electroencephalography (EEG) signals. You’s most notable contribution is the development of a multi-scale temporal convolutional network enhanced with an attention mechanism, designed to classify force levels during motor imagery of unilateral upper-limb movements—a critical step toward intuitive brain-controlled robotic rehabilitation. This work addresses the challenge of decoding dynamic force interactions between patients and robots, moving beyond static MI paradigms. Although early in their career, with their top-cited paper accumulating 5 citations since 2023, You’s research has already been recognized for its innovative approach to integrating deep learning with BCI applications. Their work holds promise for advancing adaptive, real-time neuroprosthetics and personalized motor rehabilitation, positioning You as a promising contributor to the intersection of AI and neural engineering.
Research Focus
Key Achievements
Top Papers
- 1