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Alexis Dubreuil
Alexis Dubreuil
CNRS
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The role of population structure in computations through neural dynamics
A Dubreuil, A Valente, M Beiran, F Mastrogiuseppe, S Ostojic
Nature Neuroscience, 1-12, 2022
179*2022
Sensorimotor computation underlying phototaxis in zebrafish
S Wolf, AM Dubreuil, T Bertoni, UL Böhm, V Bormuth, R Candelier, ...
Nature communications 8 (1), 651, 2017
1112017
Dynamics of random recurrent networks with correlated low-rank structure
F Schuessler, A Dubreuil, F Mastrogiuseppe, S Ostojic, O Barak
Physical Review Research 2 (1), 013111, 2020
872020
The interplay between randomness and structure during learning in RNNs
F Schuessler, F Mastrogiuseppe, A Dubreuil, S Ostojic, O Barak
Advances in Neural Information Processing Systems 33, 2020
682020
Shaping dynamics with multiple populations in low-rank recurrent networks
M Beiran, A Dubreuil, A Valente, F Mastrogiuseppe, S Ostojic
Neural Computation 33 (6), 1572-1615, 2021
652021
Rheotaxis of larval zebrafish: behavioral study of a multi-sensory process
R Olive, S Wolf, A Dubreuil, V Bormuth, G Debrégeas, R Candelier
Frontiers in systems neuroscience 10, 14, 2016
582016
Can grid cell ensembles represent multiple spaces?
D Spalla, A Dubreuil, S Rosay, R Monasson, A Treves
Neural Computation 31 (12), 2324-2347, 2019
222019
Memory capacity of networks with stochastic binary synapses
AM Dubreuil, Y Amit, N Brunel
PLoS computational biology 10 (8), e1003727, 2014
222014
Storing structured sparse memories in a multi-modular cortical network model
AM Dubreuil, N Brunel
Journal of computational neuroscience 40, 157-175, 2016
182016
Disentangling the roles of dimensionality and cell classes in neural computations
AM Dubreuil, A Valente, F Mastrogiuseppe, S Ostojic
NeurIPS Neuro AI Workshop, 2019
42019
Short term memory properties of sensory neural architectures
AM Dubreuil
Journal of Computational Neuroscience 46, 321-332, 2019
32019
Network Mechanism Supporting Long-Distance-Dependencies
A Dubreuil, A Leblois
2021 International Joint Conference on Neural Networks (IJCNN), 1-6, 2021
12021
Dynamical system approach to explainability in recurrent neural networks
A Dubreuil
CNIA 2021: Conférence Nationale en Intelligence Artificielle, pp 60-67, 2021
12021
Memory and cortical connectivity
A Dubreuil
Université René Descartes-Paris V, 2014
12014
Mémoire et connectivité corticale
A Dubreuil
Paris 5, 2014
2014
Memory capacity of networks with stochastic binary synapses
A Dubreuil, Y Amit, N Brunel
BMC Neuroscience 14 (Suppl 1), P43, 2013
2013
Neural mechanisms underlying the reduction in behavioral variability during trial-and-error learning
A Dubreuil, Y Burak, T Otchy, B Olveczky
2011
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Artikler 1–17