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NeurIPS 2026Computational neuroscienceOralStanfordColumbiaFlorida StateCold Spring Harbor Laboratory

BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting

BEAST3D relates 3D behavioral features from multi-view video to neural activity via Gaussian splatting. It establishes a versatile framework for behavioral analysis using 3D structure in laboratory recordings.

Yanchen Wang, Lenny Aharon, Wangshu Zhu, Kyle Daruwalla, Linghua Zhang, Jiaru Zou, Selmaan N Chettih, X Helen Hou, Liam Paninski, Matthew Whiteway

Published 2026Sydney Poster Session 3 · Wed, Dec 9, 10:00 AM–1:00 PM local time · Hall 1-4arXiv ↗OpenReview ↗

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Abstract

, which relates 3D behavioral features to simultaneously recorded neural activity. Beast3D thus establishes a versatile framework for behavioral analysis that leverages 3D structure in modern multi-view laboratory recordings. Our project page and code: https://ppwangyc.github.io/projects/beast3d.