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tonychae01/README.md

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"One by One"

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Tony Chae

👋 Hello, I am a PhD student in Electrical Engineering and Computer Sciences at UC Berkeley. I study how data-driven AI and mechanistic models can advance our understanding of neural computation and enable safer bidirectional brain-computer interfaces. My work is supported by the NSF Graduate Research Fellowship Program (GRFP).

My research interests in brain-computer interfaces center on:

  1. Data-driven AI models for learning neural representations and latent inference
  2. Mechanistic modeling for interpretable neural population dynamics and computation
  3. Closed-loop neurostimulation and control for targeted plasticity, network reorganization, and sensorimotor BCI

More broadly, I am interested in neural engineering for basic science and ideas at the intersection of neuroscience, AI, and the philosophy of mind. I write about these topics on my personal website.

🎓 Profile

  • 1st year PhD student in EECS at UC Berkeley (Fall 2026)
  • NSF Graduate Research Fellow
  • B.S. in Electrical and Computer Engineering with a minor in Philosophy, The University of Texas at Austin (2026, Honors)
  • Undergraduate research: Wang Lab and Fenno Lab
  • Research interests: Brain-computer interfaces | Neural population dynamics | Closed-loop neurostimulation | Neural engineering for basic science | Neuro/AI ethics
  • Selected Projects Can Be Found:

GitHub Repository

🔧 Deep Learning Tools & library

PyTorch TensorFlow Keras NumPy pandas matplotlib OpenCV Scikit-Learn Jupyter

YASA MNE EEGLAB

Python MATLAB C C++

R

📫 Contact

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