yulewang97/BeNeDiff
[NeurIPS 2024 Poster] Official Repo for Paper "Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models"
This tool helps computational neuroscientists and researchers understand how specific brain activity patterns relate to different behaviors. By analyzing large-scale neural recordings and associated behavior videos, it identifies distinct neural dynamics. The output helps interpret how specific neural pathways contribute to observed actions.
Use this if you need to go beyond simply decoding behavior from neural data and want to uncover the interpretable neural dynamics that specifically drive different actions.
Not ideal if you are looking for a simple tool for basic neural data decoding or for analyzing behavioral data without integrating it with neural recordings.
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Language
Python
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Last pushed
Jan 10, 2026
Commits (30d)
0
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