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  • Barco Technology
  • Zhuhai, China

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YuDongPan/README.md

Hi there, I'm YuDong Pan! πŸ‘‹

Typing SVG

πŸš€ About Me

πŸŽ“ Master's graduate in Computer Science and Technology from Southwest University of Science and Technology.
🧠 Researching Deep Learning for Brain-Computer Interfaces (BCI).
πŸ“ Published 8 papers (4 SCI), with notable works in SSVEP frequency recognition, EEG data augmentation, and medical image segmentation.

πŸ’Ό Currently a Senior EEG Algorithm Engineer at a leading BCI company, spearheading research on visual BCI headbands & multimodal AI BCI glasses.
πŸŽ– Honorary Reviewer at IOP Science: ORCID Profile
πŸ“– CSDN Blog: CSDN Profile


πŸ“œ Selected Publications

πŸ“– [Journal of Neural Engineering, 2022]: CNN-LSTM network for SSVEP frequency recognition. (Cited 59 times)
πŸ“– [Cognitive Neurodynamics, 2024]: Short-length SSVEP data extension using GANs. (Cited 15 times)
πŸ“– [Neural Networks, 2023]: Transformer-based deep model for SSVEP classification. (Cited 78 times)
πŸ“– [Brain-Apparatus Communication]: A survey of deep learning-based classification methods for SSVEPs. SSVEP Review (Cited 16 times)
πŸ“– [Medical & Biological Engineering & Computing, 2024]: Semi-supervised MRI image segmentation. (Cited 4 times)
πŸ“š More publications: Available upon request.


πŸ› οΈ Skills & Technologies

  • Programming: Python, MATLAB, C++
  • Deep Learning Frameworks: PyTorch, TensorFlow, Keras
  • Signal Processing: EEG/BCI, Time-Series Analysis, Spectral Transformations
  • Computer Vision: Medical Image Processing, Object Detection, GANs, Transformers
  • BCI Applications: SSVEP, ERP, Multimodal AI Systems

πŸ“Š GitHub Stats

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🌐 Connect with Me

CSDN
πŸ“§ Email: [email protected]

⭐ Star this repository if you like it! πŸš€

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  1. Canonical_Classifier Canonical_Classifier Public

    This repository is provided for replicating the canonical classifier of SSVEP signals.

    Python 45 4

  2. SSVEPNet SSVEPNet Public

    This is source code provided for replication of SSVEPNet

    Python 39 5

  3. DL_Classifier DL_Classifier Public

    This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.

    Python 37 8

  4. Github_Recommendation Github_Recommendation Public

    A recommend system for github projects

    Python 4