Xinhe Gao
EDUCATION
College / University
Shanghai Jiao Tong University
Highest Degree
Bachelor of Engineering
Major Subjects
Biomedical Engineering
Country
China (P.R.)
Lab Experience
Behavioral task design and programming in MATLAB;
Macaque behavioral training and data acquisition;
Python and PyTorch; deep learning;
EEG preprocessing and analysis; MRI image segmentation;
PCR and qPCR; DNA extraction and sequencing-library preparation; biosignal acquisition
Projects / Research
- 2025 – 2026: Developed macaque behavioral tasks and recurrent neural network models to study the neural mechanisms of flexible cognition; Okazawa Lab, Chinese Academy of Sciences
- 2025 – 2026: Developed a contrastive-learning and teacher-distillation model for emotion recognition using low-channel wearable EEG; Center for Brain-like Computing and Machine Intelligence, Shanghai Jiao Tong University
- 2024 – 2025: Developed a prompt-based Mixture-of-Experts model for EEG emotion recognition; co-authored a paper accepted to IEEE ICASSP 2026; Center for Brain-like Computing and Machine Intelligence, Shanghai Jiao Tong University
- 2023: Contributed to a personalized nucleic-acid diagnostic project for endometrial cancer through DNA extraction, amplification, and sequencing-library preparation; NABME Lab, Shanghai Jiao Tong University
Scholarships / Awards
| 2025: | SJTU-SIP Scholarship for Overseas Study |
| 2024: | Excellent Scholarship Grade B, Shanghai Jiao Tong University |
| 2023: | Excellent Scholarship Grade C, Shanghai Jiao Tong University |