Mathis A - Search Results

1

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning.

Mathis A, Mamidanna P, Cury KM, Abe T, Murthy VN, Mathis MW, Bethge M. Mathis A, et al. Among authors: mathis mw. Nat Neurosci. 2018 Sep;21(9):1281-1289. doi: 10.1038/s41593-018-0209-y. Epub 2018 Aug 20. Nat Neurosci. 2018. PMID: 30127430

2

Reading Out Olfactory Receptors: Feedforward Circuits Detect Odors in Mixtures without Demixing.

Mathis A, Rokni D, Kapoor V, Bethge M, Murthy VN. Mathis A, et al. Neuron. 2016 Sep 7;91(5):1110-1123. doi: 10.1016/j.neuron.2016.08.007. Epub 2016 Sep 1. Neuron. 2016. PMID: 27593177 Free PMC article.

3

Somatosensory Cortex Plays an Essential Role in Forelimb Motor Adaptation in Mice.

Mathis MW, Mathis A, Uchida N. Mathis MW, et al. Among authors: mathis a. Neuron. 2017 Mar 22;93(6):1493-1503.e6. doi: 10.1016/j.neuron.2017.02.049. Neuron. 2017. PMID: 28334611 Free PMC article.

4

Neuronal Representation of Social Information in the Medial Amygdala of Awake Behaving Mice.

Li Y, Mathis A, Grewe BF, Osterhout JA, Ahanonu B, Schnitzer MJ, Murthy VN, Dulac C. Li Y, et al. Among authors: mathis a. Cell. 2017 Nov 16;171(5):1176-1190.e17. doi: 10.1016/j.cell.2017.10.015. Epub 2017 Oct 26. Cell. 2017. PMID: 29107332 Free PMC article.

5

Using DeepLabCut for 3D markerless pose estimation across species and behaviors.

Nath T, Mathis A, Chen AC, Patel A, Bethge M, Mathis MW. Nath T, et al. Among authors: mathis mw, mathis a. Nat Protoc. 2019 Jul;14(7):2152-2176. doi: 10.1038/s41596-019-0176-0. Epub 2019 Jun 21. Nat Protoc. 2019. PMID: 31227823

6

Deep learning tools for the measurement of animal behavior in neuroscience.

Mathis MW, Mathis A. Mathis MW, et al. Among authors: mathis a. Curr Opin Neurobiol. 2020 Feb;60:1-11. doi: 10.1016/j.conb.2019.10.008. Epub 2019 Nov 29. Curr Opin Neurobiol. 2020. PMID: 31791006 Review.

7

A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives.

Mathis A, Schneider S, Lauer J, Mathis MW. Mathis A, et al. Among authors: mathis mw. Neuron. 2020 Oct 14;108(1):44-65. doi: 10.1016/j.neuron.2020.09.017. Neuron. 2020. PMID: 33058765 Free article. Review.

8

Real-time, low-latency closed-loop feedback using markerless posture tracking.

Kane GA, Lopes G, Saunders JL, Mathis A, Mathis MW. Kane GA, et al. Among authors: mathis mw, mathis a. Elife. 2020 Dec 8;9:e61909. doi: 10.7554/eLife.61909. Elife. 2020. PMID: 33289631 Free PMC article.

9

Measuring and modeling the motor system with machine learning.

Hausmann SB, Vargas AM, Mathis A, Mathis MW. Hausmann SB, et al. Among authors: mathis mw, mathis a. Curr Opin Neurobiol. 2021 Oct;70:11-23. doi: 10.1016/j.conb.2021.04.004. Epub 2021 Jun 8. Curr Opin Neurobiol. 2021. PMID: 34116423 Free article. Review.

10

Perspectives in machine learning for wildlife conservation.

Tuia D, Kellenberger B, Beery S, Costelloe BR, Zuffi S, Risse B, Mathis A, Mathis MW, van Langevelde F, Burghardt T, Kays R, Klinck H, Wikelski M, Couzin ID, van Horn G, Crofoot MC, Stewart CV, Berger-Wolf T. Tuia D, et al. Among authors: mathis mw, mathis a. Nat Commun. 2022 Feb 9;13(1):792. doi: 10.1038/s41467-022-27980-y. Nat Commun. 2022. PMID: 35140206 Free PMC article. Review.

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