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Nature Reviews. Neuroscience|December 3, 2025
Joint modelling of brain and behaviour dynamics with artificial intelligenceMackenzie Weygandt Mathis, Alexander MathisCurrent Opinion in Neurobiology|December 3, 2019
Deep learning tools for the measurement of animal behavior in neuroscienceMackenzie Weygandt Mathis, Alexander MathisNeuron|March 24, 2017
Somatosensory Cortex Plays an Essential Role in Forelimb Motor Adaptation in MiceMackenzie Weygandt Mathis, Alexander Mathis, Naoshige UchidaNeuron|October 15, 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and PerspectivesAlexander Mathis, Steffen Schneider, Jessy Lauer, et al.Nature Neuroscience|December 30, 2025
Leveraging insights from neuroscience to build adaptive artificial intelligenceMackenzie Weygandt MathisNature Protocols|June 23, 2019
Using DeepLabCut for 3D markerless pose estimation across species and behaviorsTanmay Nath, Alexander Mathis, An Chi Chen, et al.Current Biology : CB|January 20, 2026
Individual identification of brown bears using pose-aware metric learningBeth Rosenberg, Mu Zhou, Nathan Wolf, et al.Cell|October 18, 2024
Decoding the brain: From neural representations to mechanistic modelsMackenzie Weygandt Mathis, Adriana Perez Rotondo, Edward F Chang, et al.Elife|May 31, 2023
Contrasting action and posture coding with hierarchical deep neural network models of proprioceptionKai J Sandbrink, Pranav Mamidanna, Claudio Michaelis, et al.Nature Neuroscience|August 22, 2018
DeepLabCut: markerless pose estimation of user-defined body parts with deep learningAlexander Mathis, Pranav Mamidanna, Kevin M Cury, et al.Pageof 10