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Neural Networks : the Official Journal of the International Neural Network Society|February 6, 2016
A local Echo State Property through the largest Lyapunov exponentGilles Wainrib, Mathieu N Galtier
Neural Computation|September 5, 2013
A biological gradient descent for prediction through a combination of STDP and homeostatic plasticityMathieu N Galtier, Gilles Wainrib
Neural Networks : the Official Journal of the International Neural Network Society|May 13, 2014
Relative entropy minimizing noisy non-linear neural network to approximate stochastic processesMathieu N Galtier, Camille Marini, Gilles Wainrib, et al.
IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|April 12, 2018
A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time SeriesStanislas Chambon, Mathieu N Galtier, Pierrick J Arnal, et al.
Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|December 21, 2011
Noise-controlled dynamics through the averaging principle for stochastic slow-fast systemsGilles Wainrib
Physical Review Letters|August 29, 2014
Topological and dynamical complexity of random neural networksGilles Wainrib, Jonathan Touboul
Journal of Mathematical Biology|August 13, 2016
Mathematical modeling of lymphocytes selection in the germinal centerVuk Milisic, Gilles Wainrib
Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|October 15, 2015
Regular graphs maximize the variability of random neural networksGilles Wainrib, Mathieu Galtier
Journal of Mathematical Neuroscience|November 24, 2012
Multiscale analysis of slow-fast neuronal learning models with noiseMathieu Galtier, Gilles Wainrib
Bulletin of Mathematical Biology|December 12, 2018
Multi-type Galton-Watson Processes with Affinity-Dependent Selection Applied to Antibody Affinity MaturationIrene Balelli, Vuk Milišić, Gilles Wainrib
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