Mathieu Galtier

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 10

Top Venues

CoRR

J. Comput. Neurosci.

Neural Networks

Biol. Cybern.

Mines ParisTech, France (PHD)

Education History

Mines ParisTech, France

PHD

Publications

Martijn Oldenhof, Gergely Ács, Balázs Pejó, Ansgar Schuffenhauer, Nicholas Holway, Noé Sturm, Arne Dieckmann, Oliver Fortmeier, Eric Boniface, Clément Mayer, Arnaud Gohier, Peter Schmidtke, Ritsuya Niwayama, Dieter Kopecky, Lewis H. Mervin, Prakash Chandra Rathi, Lukas Friedrich, András Formanek, Peter Antal, Jordon Rahaman, Adam Zalewski, Wouter Heyndrickx, Ezron Oluoch, Manuel Stößel, Michal Vanco, David Endico, Fabien Gelus, Thaïs de Boisfossé, Adrien Darbier, Ashley Nicollet, Matthieu Blottière, Maria Telenczuk, Van Tien Nguyen, Thibaud Martinez, Camille Boillet, Kelvin Moutet, Alexandre Picosson, Aurélien Gasser, Inal Djafar, Antoine Simon, Adam Arany, Jaak Simm, Yves Moreau, Ola Engkvist, Hugo Ceulemans, Camille Marini, Mathieu Galtier
Industry-Scale Orchestrated Federated Learning for Drug Discovery. AAAI (2023)
Martijn Oldenhof, Gergely Ács, Balázs Pejó, Ansgar Schuffenhauer, Nicholas Holway, Noé Sturm, Arne Dieckmann, Oliver Fortmeier, Eric Boniface, Clément Mayer, Arnaud Gohier, Peter Schmidtke, Ritsuya Niwayama, Dieter Kopecky, Lewis H. Mervin, Prakash Chandra Rathi, Lukas Friedrich, András Formanek, Peter Antal, Jordon Rahaman, Adam Zalewski, Ezron Oluoch, Manuel Stößel, Michal Vanco, David Endico, Fabien Gelus, Thaïs de Boisfossé, Adrien Darbier, Ashley Nicollet, Matthieu Blottière, Maria Telenczuk, Van Tien Nguyen, Thibaud Martinez, Camille Boillet, Kelvin Moutet, Alexandre Picosson, Aurélien Gasser, Inal Djafar, Adam Arany, Jaak Simm, Yves Moreau, Ola Engkvist, Hugo Ceulemans, Camille Marini, Mathieu Galtier
Industry-Scale Orchestrated Federated Learning for Drug Discovery. CoRR (2022)
Balazs Pejo, Mina Remeli, Adam Arany, Mathieu Galtier, Gergely Ács
Collaborative Drug Discovery: Inference-level Data Protection Perspective. CoRR (2022)
Balazs Pejo, Mina Remeli, Adam Arany, Mathieu Galtier, Gergely Ács
Collaborative Drug Discovery: Inference-level Data Protection Perspective. Trans. Data Priv. 15 (2) (2022)
Tomasz Górski, Romain Veltz, Mathieu Galtier, Hélissande Fragnaud, Jennifer S. Goldman, Bartosz Telenczuk, Alain Destexhe
Dendritic sodium spikes endow neurons with inverse firing rate response to correlated synaptic activity. J. Comput. Neurosci. 45 (3) (2018)
Mathieu Galtier, Camille Marini
Morpheo: Traceable Machine Learning on Hidden data. CoRR (2017)
Stanislas Chambon, Mathieu Galtier, Pierrick Arnal, Gilles Wainrib, Alexandre Gramfort
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series. CoRR (2017)
Guillaume Bellec, Mathieu Galtier, Romain Brette, Pierre Yger
Slow feature analysis with spiking neurons and its application to audio stimuli. J. Comput. Neurosci. 40 (3) (2016)
Gilles Wainrib, Mathieu Galtier
A local Echo State Property through the largest Lyapunov exponent. Neural Networks 76 (2016)
Mathieu Galtier
Ideomotor feedback control in a recurrent neural network. Biol. Cybern. 109 (3) (2015)
Mathieu Galtier, Camille Marini, Gilles Wainrib, Herbert Jaeger
Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes. Neural Networks 56 (2014)
Mathieu Galtier, Gilles Wainrib
A Biological Gradient Descent for Prediction Through a Combination of STDP and Homeostatic Plasticity. Neural Comput. 25 (11) (2013)
Mathieu Galtier, Gilles Wainrib
A combination of STDP, Hebbian learning and synaptic scaling deriving from a theoretical learning principle CoRR (2012)
Mathieu Galtier, Olivier D. Faugeras, Paul C. Bressloff
Hebbian Learning of Recurrent Connections: A Geometrical Perspective. Neural Comput. 24 (9) (2012)

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Publication Activity (10 Years)

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Mathieu Galtier