Alexander Mathis

Q: What Schools Are Affiliated With Alexander Mathis

Alexander Mathis is affiliated with the following schools: University of Vienna, Harvard University, University of Innsbruck, Ludwig Maximilian University of Munich, École Polytechnique Fédérale de Lausanne

Alexander Mathis's AcademicInfluence.com Rankings

Alexander Mathis

Computer Science

#10155

World Rank

#10650

Historical Rank

Computational Neuroscience

World Rank

Historical Rank

Algorithms

#496

World Rank

#502

Historical Rank

computer-science Degrees

Alexander Mathis

Mathematics

#8307

World Rank

#11285

Historical Rank

Measure Theory

#3996

World Rank

#4709

Historical Rank

mathematics Degrees

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Computer Science
Mathematics

Alexander Mathis's Degrees

PhD Mathematics University of Vienna

Why Is Alexander Mathis Influential?

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According to Wikipedia, Alexander Mathis is an Austrian mathematician, computational neuroscientist and software developer. He is currently an assistant professor at the École polytechnique fédérale de Lausanne in Switzerland. His research interest focus on research at the intersection of computational neuroscience and machine learning.

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Alexander Mathis's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning (2018) (1405)
Using DeepLabCut for 3D markerless pose estimation across species and behaviors (2018) (547)
Markerless tracking of user-defined features with deep learning (2018) (474)
Deep learning tools for the measurement of animal behavior in neuroscience (2019) (200)
Neuronal Representation of Social Information in the Medial Amygdala of Awake Behaving Mice (2017) (156)
Optimal Population Codes for Space: Grid Cells Outperform Place Cells (2012) (145)
Connecting multiple spatial scales to decode the population activity of grid cells (2015) (125)
Somatosensory Cortex Plays an Essential Role in Forelimb Motor Adaptation in Mice (2017) (118)
Perspectives in machine learning for wildlife conservation (2021) (98)
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives (2020) (89)
Pretraining boosts out-of-domain robustness for pose estimation (2019) (78)
Real-time, low-latency closed-loop feedback using markerless posture tracking (2020) (62)
Multi-animal pose estimation, identification and tracking with DeepLabCut (2022) (60)
Molecular characterization of Swiss Ceratopogonidae (Diptera) and evaluation of real-time PCR assays for the identification of Culicoides biting midges. (2012) (57)
Resolution of nested neuronal representations can be exponential in the number of neurons. (2012) (50)
Multi-animal pose estimation and tracking with DeepLabCut (2021) (45)
Probable nature of higher-dimensional symmetries underlying mammalian grid-cell activity patterns (2014) (41)
Reading Out Olfactory Receptors: Feedforward Circuits Detect Odors in Mixtures without Demixing (2016) (37)
Multiscale codes in the nervous system: the problem of noise correlations and the ambiguity of periodic scales. (2013) (31)
End-to-End Trainable Multi-Instance Pose Estimation with Transformers (2021) (31)
On the inference speed and video-compression robustness of DeepLabCut (2018) (28)
Measuring and modeling the motor system with machine learning (2021) (26)
Perspectives on Individual Animal Identification from Biology and Computer Vision (2021) (25)
Vector competence of field populations of the mosquito species Aedes japonicus japonicus and Culex pipiens from Switzerland for two West Nile virus strains (2018) (25)
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild (2021) (22)
Periodic population codes: From a single circular variable to higher dimensions, multiple nested scales, and conceptual spaces (2017) (13)
Reliable One‐Tube Nested PCR for Detection and SSCP‐Typing of Pneumocystis carinii (1996) (12)
Task-driven hierarchical deep neural network models of the proprioceptive pathway (2020) (10)
Striatal dopamine explains novelty-induced behavioral dynamics and individual variability in threat prediction (2021) (9)
Skin bacterial volatiles: propelling the future of vector control. (2021) (7)
Panoptic animal pose estimators are zero-shot performers (2022) (5)
Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics (2023) (4)
Highlights from the 29th Annual Meeting of the Society for the Neural Control of Movement. (2019) (4)
How good is grid coding versus place coding for navigation using noisy, spiking neurons? (2010) (4)
ImageNet performance correlates with pose estimation robustness and generalization on out-of-domain data (2020) (4)
Xenosurveillance proof-of-principle: Detection of Toxoplasma gondii and SARS-CoV-2 antibodies in mosquito blood meals by (pan)-specific ELISAs (2022) (3)
Putative roles of mosquitoes (Culicidae) and biting midges (Culicoides spp.) as mechanical or biological vectors of lumpy skin disease virus (2022) (3)
Development of Dirofilaria immitis and Dirofilaria repens in Aedes japonicus and Aedes geniculatus (2017) (3)
Big data - modelling of midges in Europa using machine learning techniques and satellite imagery (2017) (2)
Decoding the Population Activity of Grid Cells for Spatial Localization and Goal-Directed Navigation (2015) (2)
Video analysis of the locomotory behaviour of Aedes aegypti and Ae. japonicus mosquitoes under different temperature regimes in a laboratory setting. (2022) (2)
OUT-OF-DISTRIBUTION GENERALIZATION OF INTERNAL MODELS IS CORRELATED WITH REWARD (2021) (2)
Contrasting action and posture coding with hierarchical deep neural network models of proprioception (2022) (1)
Experimental evaluation of infection, dissemination, and transmission rates for two West Nile virus strains in European Aedes japonicus under a fluctuating temperature regime (2018) (1)
Anopheles plumbeus (Diptera: Culicidae) in Europe: a mere nuisance mosquito or potential malaria vector? (2012) (1)
A physiologically inspired model for global remapping in the hippocampus (2011) (1)
Rapid protein profiling facilitates surveillance of invasive mosquito species (2014) (1)
Spatio-temporal occurrence of Culicoides biting midges in the climatic regions of Switzerland, along with large scale species identification by MALDI-TOF mass spectrometry (2012) (1)
Multi-animal pose estimation, identification and tracking with DeepLabCut (2022) (1)
Towards goal-driven deep neural network models to elucidate human arm proprioception (2018) (1)
The representation of space in mammals (2012) (1)
Monthly variation in the probability of presence of adult Culicoides populations in nine European countries and the implications for targeted surveillance (2018) (0)
24 Glossar (2021) (0)
Vector competence of pre-alpine Culicoides (Diptera: Ceratopogonidae) for bluetongue virus serotypes 1, 4 and 8 (2018) (0)
Repellent and insecticidal efficacy of a new combination of fipronil and permethrin against three mosquito species (Aedes albopictus, Aedes aegypti and Culex pipiens) on dogs (2015) (0)
NeuroAI: If grid cells are the answer, is path integration the question? (2023) (0)
Markerless tracking of user-defined anatomical features with deep learning (2018) (0)
2 Übersicht (2021) (0)
Boosting olfactory cocktail-party performance by semi-supervised learning in mice (2017) (0)
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body (2022) (0)
Echinococcose in Litauen (2009) (0)
DeepLabCut: An Open Source Toolbox for Robust Animal Pose Estimation (2020) (0)
16 Übersicht (2021) (0)
25 Abkürzungsverzeichnis (2021) (0)
Identification of phlebotomine sand flies using one MALDI-TOF MS reference database and two mass spectrometer systems (2015) (0)
Assessing the Contamination of Food and the Environment With Taenia and Echinococcus Eggs and Their Zoonotic Transmission (2018) (0)
Species diversity, host preference and arbovirus detection of Culicoides (Diptera: Ceratopogonidae) in south-eastern Serbia (2019) (0)
Sense the moist and feel the heat: mosquito host and oviposition site detection. (2023) (0)
How do mice follow odor trails (2015) (0)
20 Begriffsbestimmungen (2021) (0)
Spatial and temporal variation in the abundance of Culicoides biting midges (Diptera: Ceratopogonidae) in nine European countries (2018) (0)
Morphological description and multilocus genotyping of Onchocerca spp. in red deer (Cervus elaphus) in Switzerland (2022) (0)
19 Diagnostik Diagnostik (2021) (0)
21 Therapie (2021) (0)
SuperAnimal models pretrained for plug-and-play analysis of animal behavior (2022) (0)
Somatosensory Cortex Pla ys an Essential Role in Forelimb Motor Adaptation in Mice Highlights (2017) (0)

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Other Resources About Alexander Mathis

en.wikipedia.org

What Schools Are Affiliated With Alexander Mathis?

Alexander Mathis is affiliated with the following schools:

Alexander Mathis's Academic­Influence.com Rankings

Alexander Mathis's Degrees

Why Is Alexander Mathis Influential?

Alexander Mathis's Published Works

Published Works

Other Resources About Alexander Mathis

What Schools Are Affiliated With Alexander Mathis?

Alexander Mathis's AcademicInfluence.com Rankings