Alexander Mathis
EPFL SV BMI UPAMATHIS
Campus Biotech
B1 3 274.040
Chemin des mines 9
1202 Genève
+41 21 693 87 21
Office:
B1 3 274.040
EPFL › SV › BMI › UPAMATHIS
EPFL SV BMI UPAMATHIS
Campus Biotech
B1 3 274.040
Chemin des mines 9
+41 21 693 87 21
EPFL › SV › SV-SSV › SSV-ENS
Site web: https://sv.epfl.ch/education
EPFL SV BMI UPAMATHIS
Campus Biotech
B1 3 274.040
Chemin des mines 9
+41 21 693 87 21
EPFL › VPA › VPA-AVP-DLE › AVP-DLE-EDOC › EDNE-GE
Site web: https://go.epfl.ch/phd-edne
EPFL SV BMI UPAMATHIS
Campus Biotech
B1 3 274.040
Chemin des mines 9
Prix et distinctions
Hertie Foundation and the Federation of European Neuroscience Societies (FENS)
2023
Swiss Academy of Medical Sciences (SAMS)
2024
International Congress for Basic Science
2023
Publications représentatives
Task-driven neural network models predict neural dynamics of proprioception
Alessandro Marin Vargas, Axel Bisi, Alberto Silvio Chiappa, Christopher Versteeg, Lee E Miller, Alexander Mathis
Published in Cell in
Acquiring musculoskeletal skills with curriculum-based reinforcement learning
AS Chiappa, P Tano, N Patel, A Ingster, A Pouget, A Mathis
Published in Neuron in 2024
DeepLabCut: Markerless tracking of user-defined features with deep learning
Alexander Mathis, Pranav Mamidanna, Kevin M. Cury, Taiga Abe, Venkatesh N. Murthy, Mackenzie Weygandt Mathis* & Matthias Bethge*
Published in Nature Neuroscience in
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity
Mu Zhou*, Lucas Stoffl*, Mackenzie W. Mathis, Alexander Mathis
Published in International Conference on Computer Vision in
Multi-animal pose estimation, identification and tracking with DeepLabCut
Jessy Lauer, Mu Zhou, Shaokai Ye, William Menegas, Steffen Schneider, Tanmay Nath, Mohammed Mostafizur Rahman, Valentina Di Santo, Daniel Soberanes, Guoping Feng, Venkatesh N Murthy, George Lauder, Catherine Dulac, Mackenzie Weygandt Mathis, Alexander Mathis
Published in Nature Methods in
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body
Alberto Chiappa, Alessandro Marin Vargas, Alexander Mathis
Published in NeurIPS in
Neuronal Representation of Social Information in the Medial Amygdala of Awake Behaving Mice
Ying Li, Alexander Mathis, Benjamin Grewe, Jessica A. Osterhout, Biafra Ahanonu, Mark J. Schnitzer, Venkatesh N. Murthy, Catherine Dulac
Published in Cell in
Optimal Population Codes for Space: Grid Cells Outperform Place Cells
Alexander Mathis, Andreas V.M. Herz, Martin Stemmler
Published in Neural Computation in
Enseignement et PhD
Doctorant·es actuel·les
Sepideh Mamooler, Merkourios Simos, Andy Bonnetto, Michal Stanislaw Grudzien, Chengkun Li, Haozhe Qi, Philippe José Emile René Forero, Valentin Alexandre Guy Gabeff, Bianca Ziliotto, Siebe Antonius Martinus Geurts
A dirigé les thèses EPFL de
Alessandro Marin Vargas, Alberto Chiappa, Stoffl Lucas, Mu Zhou