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Alexander Mathis | Researchclopedia

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Alexander Mathis

École Polytechnique Fédérale de Lausanne ORCID

135

Works

11,433

Citations

27

h-index

40

i10-index

Research Topics

Human Pose and Action Recognition Muscle activation and electromyography studies Neural dynamics and brain function

Affiliations

Harvard University2015–2025

Istituto Nazionale di Fisica Nucleare1964–1965

Laboratoire d'Informatique Fondamentale de Lille2022–2025

University of Zurich2017–2020

Straumann (Switzerland)1999–1999

Top Works

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

Alexander Mathis,Pranav Mamidanna,et al.

20185,313 citations

Motor Control and Adaptation

Memory and Neural Mechanisms

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

Tanmay Nath,Alexander Mathis,et al.

20191,518 citations

Perspectives in machine learning for wildlife conservation

Devis Tuia,Benjamin Kellenberger,et al.

2022618 citations

Multi-animal pose estimation, identification and tracking with DeepLabCut

Jessy Lauer,Mu Zhou,et al.

2022573 citations

Deep learning tools for the measurement of animal behavior in neuroscience

Mackenzie Weygandt Mathis,Alexander Mathis

2019465 citations

Tumor-specific cytolytic CD4 T cells mediate immunity against human cancer

Amélie Cachot,Mariia Bilous,et al.

2021308 citations

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

Ying Li,Alexander Mathis,et al.

2017305 citations

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

Alexander Mathis,Steffen Schneider,et al.

2020242 citations

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

Mackenzie Weygandt Mathis,Alexander Mathis,et al.

2017204 citations