Brain-Computer Interface Decoding
Develop robust decoding pipelines for motor imagery and cognitive state estimation.
BCI- EEG preprocessing and artifact suppression
- Low-latency inference pipeline
- Real-time feedback interface
Projects
研究與開發專案
這裡整理實驗室進行中的核心研究方向，從訊號擷取、演算法設計到臨床轉譯與系統整合。
Wearable Biosignal Analytics
Design portable sensing workflows for daily health monitoring and activity understanding.
Wearable- Signal quality assessment
- Motion-aware filtering
- Longitudinal data analysis
Neurorehabilitation Support System
Build adaptive feedback tools to assist therapy planning and patient engagement.
Clinical- Task-specific response models
- Session tracking dashboard
- Clinician-friendly reporting
Multimodal Signal Fusion
Integrate physiological and contextual signals to improve predictive performance.
Fusion- Feature alignment across modalities
- Cross-subject generalization
- Interpretability analysis