PROJECT IS STILL IN PROGRESS

Fourier-Transform Decoding of Periodic Neural Dynamics (Project Page)

This repository showcases my summer research project analyzing zebrafish calcium imaging with a Fourier-based pipeline to detect stimulus-locked neurons under periodic perturbations.

Live Project Page: (will appear after enabling GitHub Pages)
Manuscript PDF: See the project page or docs/assets/manuscript.pdf

Highlights

• Fourier pipeline extracts amplitude & phase at the known stimulus frequency.
• Captures transient onset/offset responses that regression may miss.
• Reproduces/analyzes a public zebrafish dataset; compares with regression-based labeling.

Repo Structure

• docs/ — the GitHub Pages site
• demo/ — analysis code (Python)
• notebooks/ — Jupyter notebooks (exploratory / figures)
• images/ — images used on the page
• data/ — small samples or instructions to download data

Citation

If you use or discuss this work, please cite the repository.

License

• Code: MIT (see LICENSE).
• Text/figures: CC BY 4.0.