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Research
Research Areas
Computational neuroscience
Dynamical systems in applications
Machine learning
Mathematical physics
Applied dynamic systems
Computational neuroscience
Machine learning
Mathematical Physics
This field currently contains no data.
Research Networks
CERVO Research Centre (Affiliated with Laval University)
Affiliated research centers
Affiliated research centers
CIMMUL, Interdisciplinary Centre for Mathematical Modelling at Laval University
Recognized research centers
Recognized research centers
IID, Institut Intelligence et Données
Instituts
Institutes
NeuroQuébec, Thematic Research Centre in Neuroscience
Recognized research centers
Recognized research centers
This field currently contains no data.
Publications
9 of 62
2026
Graph-based characterization of in vitro neuronal network maturation using machine learning and digital holographic microscopy
Zahra Yazdani, Erik Bélanger, Maxime Moreaud, Jodie Llinares, Antoine Allard, Pierre Marquet, et al.
Zahra Yazdani, Erik Bélanger, Maxime Moreaud, Jodie Llinares, Antoine Allard, Pierre Marquet, et al.
Preprint
Pré-impression
2026
Inferring biodiversity from indicator species using co-occurrence network structure
Ilhem Bouderbala, Daniel Fortin, Junior A Tremblay, Christian Hébert, Antoine Allard, Patrick Desrosiers
Ilhem Bouderbala, Daniel Fortin, Junior A Tremblay, Christian Hébert, Antoine Allard, Patrick Desrosiers
Preprint
Pré-impression
2025
Structural and genetic determinants of zebrafish functional brain networks
Paul De Koninck, Patrick Desrosiers, Antoine Légaré, Mado Lemieux, Vincent Boily, Sandrine Poulin, et al.
Paul De Koninck, Patrick Desrosiers, Antoine Légaré, Mado Lemieux, Vincent Boily, Sandrine Poulin, et al.
Journal article
Article de revue
Science Advances
2025
Function aligns with geometry in locally connected neuronal networks
Antoine Légaré, Olivier Ribordy, Paul De Koninck, Antoine Allard, Patrick Desrosiers
Antoine Légaré, Olivier Ribordy, Paul De Koninck, Antoine Allard, Patrick Desrosiers
Preprint
Pré-impression
2024
The low-rank hypothesis of complex systems
Vincent Thibeault, Antoine Allard, Patrick Desrosiers
Vincent Thibeault, Antoine Allard, Patrick Desrosiers
Journal article
Article de revue
Nature Physics
2024
The low-rank hypothesis of complex systems
Vincent Thibeault, Antoine Allard, Patrick Desrosiers
Vincent Thibeault, Antoine Allard, Patrick Desrosiers
Newspaper article
Journal article
Nature Physics
2024
Duality between predictability and reconstructability in complex systems
Charles Murphy, Vincent Thibeault, Antoine Allard, Patrick Desrosiers
Charles Murphy, Vincent Thibeault, Antoine Allard, Patrick Desrosiers
Journal article
Article de revue
Nature Communications
2024
NeuroTorch: A Python library for neuroscience-oriented machine learning
Jérémie Gince, Anthony Drouin, Patrick Desrosiers, Simon V Hardy
Jérémie Gince, Anthony Drouin, Patrick Desrosiers, Simon V Hardy
Preprint
Pré-impression
This field currently contains no data.
Fields of interest
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Funded Research Projects
Present
Development of a foundation model for multimodal neurophotonics data
Program: Canada First Research Excellence Fund
Funding Agency(ies): Interagency Institutional Programs Secretariat
- Program: Canada First Research Excellence Fund
Granting organization(s): Interagency Institutional Programs Secretariat
From October 1, 2024 to March 31, 2027
From October 1, 2024 to March 31, 2027
Intertwined dynamics of neurons and synapses in large neural networks
Program: SD Discovery Grants (Individual and Team)
Funding Agency(ies): Natural Sciences and Engineering Research Council of Canada
- Program: SD Discovery Grants (Individual and Team)
Granting organization(s): Natural Sciences and Engineering Research Council of Canada
From April 1, 2024 to March 31, 2029
From April 1, 2024 to March 31, 2029
Union of Neuroscience and Artificial Intelligence - Quebec
Program: Strategic Clusters NT
Funding Agency(ies): Université Laval - Internal Funds, Fonds de recherche du Québec - Nature et technologies
- Program: Strategic Clusters NT
Granting organization(s): Université Laval - Internal Funds, Fonds de recherche du Québec - Nature et technologies
From April 1, 2022 to March 31, 2028
From April 1, 2022 to March 31, 2028
This field currently contains no data.
Research chairs
Completed
The exposome-microbiota-brain axis under the microscope to tackle Environment-Health Interactions in the North
Program: Sentinel North - Second Call for Major Projects
Funding Agency(ies): Interagency Programs Secretariat for Institutions
- Program: Sentinel North - Second Call for Major Projects
Granting organization(s): Interagency Programs Secretariat for Institutions
From November 1, 2020 to December 31, 2024
From November 1, 2020 to December 31, 2024