mouse-olfactory-scans

APS360: Fundamentals of Deep Learning project to determine odorant toxicity from olfactory bulb scans in mice.

In collaboration with: Aarya Jha, Namiral Kamal, Xiaofu (Fiona) Wong

Data sources

Using data from Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb (Burton, 2022), generously provided by Professor Matt Wachowiak

https://www.wachowiaklab.org/

https://elifesciences.org/articles/80470#abstract

Jupyter notebook with code

Note: Please enable CUDA in notebook settings before running. https://colab.research.google.com/drive/1p5JjkQUAp-F9KlMppHTEQmtohMaROP6z?usp=sharing

Writeup Report

APS360_Final_Submission.pdf