E. Kelly Buchanan

Voltage imaging and optogenetics reveal behaviour-dependent changes in hippocampal dynamics

Yoav Adam, Jeong Jun Kim, Shan Lou et al. · Nature · 2019 · 336 citations · Full text

Neurodynamics, Cognitive Neuroscience, Neurophysiology +10

Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data

E. Kelly Buchanan, Ian Kinsella, Ding Zhou et al. · 2018 · 50 citations · Full text

Image Reconstruction, Engineering, Advanced Imaging +24

Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking

Anqi Wu, E. Kelly Buchanan, Matthew R Whiteway et al. · 2020 · 50 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +17

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools

Dan Biderman, Matthew R Whiteway, Cole Hurwitz et al. · Nature Methods · 2024 · 48 citations · Full text

Machine Vision, Machine Learning, Data Science +7

A brain-wide map of neural activity during complex behaviour

Leenoy Meshulam, Dora E. Angelaki, Julius Benson et al. · Nature · 2025 · 47 citations · Full text