Alexander Mathis

Harvard University, Cambridge, MA, United States 
"Alexander Mathis"
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Sandbrink KJ, Mamidanna P, Michaelis C, et al. (2023) Contrasting action and posture coding with hierarchical deep neural network models of proprioception. Elife. 12
Weinreb C, Osman MAM, Zhang L, et al. (2023) Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics. Biorxiv : the Preprint Server For Biology
Frey M, Mathis MW, Mathis A. (2023) NeuroAI: If grid cells are the answer, is path integration the question? Current Biology : Cb. 33: R190-R192
Akiti K, Tsutsui-Kimura I, Xie Y, et al. (2022) Striatal dopamine explains novelty-induced behavioral dynamics and individual variability in threat prediction. Neuron
Lauer J, Zhou M, Ye S, et al. (2022) Multi-animal pose estimation, identification and tracking with DeepLabCut. Nature Methods. 19: 496-504
Tuia D, Kellenberger B, Beery S, et al. (2022) Perspectives in machine learning for wildlife conservation. Nature Communications. 13: 792
Hausmann SB, Vargas AM, Mathis A, et al. (2021) Measuring and modeling the motor system with machine learning. Current Opinion in Neurobiology. 70: 11-23
Kane GA, Lopes G, Saunders JL, et al. (2020) Real-time, low-latency closed-loop feedback using markerless posture tracking. Elife. 9
Mathis A, Schneider S, Lauer J, et al. (2020) A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives. Neuron. 108: 44-65
Mathis MW, Mathis A. (2019) Deep learning tools for the measurement of animal behavior in neuroscience. Current Opinion in Neurobiology. 60: 1-11
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