Alexander Mathis - Publications, H-index & Citations

Alexander Mathis

EPFL

27H指数

135论文数

1.1W被引数

收录论文 22

发表时间

The behavior biopsy: Interpreting animal behavior as embodied, situated, and hierarchical 行为活检：将动物行为解读为具身、情境化和层级化的

Current Opinion in Neurobiology

IF5.2

2026-04-17

OAAI

Andy Bonnetto; Sepideh Mamooler; Chengkun Li; Alexander Mathis

Individual identification of brown bears using pose-aware metric learning

Current Biology

IF7.5

2026-01-19

OAAI

Beth Rosenberg; Mu Zhou; Nathan Wolf; Mackenzie Weygandt Mathis; Bradley P. Harris; Alexander Mathis

Joint modelling of brain and behaviour dynamics with artificial intelligence 基于人工智能的脑与行为动态的联合建模

Nature Reviews Neuroscience

IF26.7

2025-12-03

PREAI

Mackenzie Weygandt Mathis; Alexander Mathis

Deep-learning models of the ascending proprioceptive pathway are subject to illusions 上行本体感觉通路深度学习模型易受错觉影响

Experimental Physiology

IF2.8

2025-06-04

OAAI

Adriana Perez Rotondo; Merkourios Simos; Florian David; Sebastian Pigeon; Olaf Blanke; Alexander Mathis

Acquiring musculoskeletal skills with curriculum-based reinforcement learning

NEURON

IF15

2024-12-01

OAAI

Chiappa, Alberto Silvio; Tano, Pablo; Patel, Nisheet; Ingster, Abigail; Pouget, Alexandre; Mathis, Alexander

Decoding the brain: From neural representations to mechanistic models 解码大脑：从神经表征到机制模型

CELL

IF42.5

2024-10-01

OAAI

Mathis, Mackenzie Weygandt; Rotondo, Adriana Perez; Chang, Edward F.; Tolias, Andreas S.; Mathis, Alexander

Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics Keypoint-moseq: 通过将点跟踪链接到姿势动态来解析行为

NATURE METHODS

IF32.1

2024-07-12

OAAI

Weinreb, Caleb; Pearl, Jonah E.; Lin, Sherry; Osman, Mohammed Abdal Monium; Zhang, Libby; Annapragada, Sidharth; Conlin, Eli; Hoffmann, Red; Makowska, Sofia; Gillis, Winthrop F.; Jay, Maya; Ye, Shaokai; Mathis, Alexander; Mathis, Mackenzie W.; Pereira, Talmo; Linderman, Scott W.; Datta, Sandeep Robert

SuperAnimal pretrained pose estimation models for behavioral analysis 用于行为分析的超级动物预训练姿态估计模型

NATURE COMMUNICATIONS

IF15.7

2024-06-21

OAAI

Ye, Shaokai; Filippova, Anastasiia; Lauer, Jessy; Schneider, Steffen; Vidal, Maxime; Qiu, Tian; Mathis, Alexander; Mathis, Mackenzie Weygandt

WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models WildCLIP: 使用域适应的视觉语言模型从相机陷阱数据中检索场景和动物属性

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-04-24

OAAI

Gabeff, Valentin; Russwurm, Marc; Tuia, Devis; Mathis, Alexander

Contrasting action and posture coding with hierarchical deep neural network models of proprioception

ELIFE

IF0

2023-05-31

OAAI

Sandbrink, Kai J.; Mamidanna, Pranav; Michaelis, Claudio; Bethge, Matthias; Mathis, Mackenzie Weygandt; Mathis, Alexander; Ba, Demba

NeuroAI: If grid cells are the answer, is path integration the question?

CURRENT BIOLOGY

IF7.5

2023-03-01

OAAI

Frey, Markus; Mathis, Mackenzie W.; Mathis, Alexander

Striatal dopamine explains novelty-induced behavioral dynamics and individual variability in threat prediction

NEURON

IF15

2022-11-01

OAAI

Akiti, Korleki; Tsutsui-Kimura, Iku; Xie, Yudi; Mathis, Alexander; Markowitz, Jeffrey E.; Anyoha, Rockwell; Datta, Sandeep Robert; Mathis, Mackenzie Weygandt; Uchida, Naoshige; Watabe-Uchida, Mitsuko

Multi-animal pose estimation, identification and tracking with DeepLabCut 基于DeepLabCut的多动物姿态估计、识别与跟踪

NATURE METHODS

IF32.1

2022-04-12

197

OAAI

Lauer, Jessy; Zhou, Mu; Ye, Shaokai; Menegas, William; Schneider, Steffen; Nath, Tanmay; Rahman, Mohammed Mostafizur; Di Santo, Valentina; Soberanes, Daniel; Feng, Guoping; Murthy, Venkatesh N.; Lauder, George; Dulac, Catherine; Mathis, Mackenzie Weygandt; Mathis, Alexander

Perspectives in machine learning for wildlife conservation 机器学习对野生动物保护的展望

NATURE COMMUNICATIONS

IF15.7

2022-02-09

257

OAAI

Tuia, Devis; Kellenberger, Benjamin; Beery, Sara; Costelloe, Blair R.; Zuffi, Silvia; Risse, Benjamin; Mathis, Alexander; Mathis, Mackenzie W.; van Langevelde, Frank; Burghardt, Tilo; Kays, Roland; Klinck, Holger; Wikelski, Martin; Couzin, Iain D.; van Horn, Grant; Crofoot, Margaret C.; Stewart, Charles, V; Berger-Wolf, Tanya

Tumor-specific cytolytic CD4 T cells mediate immunity against human cancer 肿瘤特异性溶细胞性CD4 T细胞介导针对人类癌症的免疫

SCIENCE ADVANCES

IF12.5

2021-02-26

187

OAAI

Cachot, Amelie; Bilous, Mariia; Liu, Yen-Cheng; Li, Xiaokang; Saillard, Margaux; Cenerenti, Mara; Rockinger, Georg Alexander; Wyss, Tania; Guillaume, Philippe; Schmidt, Julien; Genolet, Raphael; Ercolano, Giuseppe; Protti, Maria Pia; Reith, Walter; Ioannidou, Kalliopi; de Leval, Laurence; Trapani, Joseph A.; Coukos, George; Harari, Alexandre; Speiser, Daniel E.; Mathis, Alexander; Gfeller, David; Altug, Hatice; Romero, Pedro; Jandus, Camilla

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

ELIFE

IF0

2020-12-08

OAAI

Kane, Gary A.; Lopes, Goncalo; Saunders, Jonny L.; Mathis, Alexander; Mathis, Mackenzie W.

A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives 深度学习运动捕捉入门: 原理、陷阱和观点

NEURON

IF15

2020-10-01

123

OAAI