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Germán Abrevaya
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Generative models of brain dynamics
M Ramezanian-Panahi, G Abrevaya, JC Gagnon-Audet, V Voleti, I Rish, ...
Frontiers in Artificial Intelligence 5, 807406, 2022
31*2022
Learning Brain Dynamics with Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
G Abrevaya, G Dumas, AY Aravkin, P Zheng, JC Gagnon-Audet, ...
Neural Computation, 1-40, 2021
72021
Learning nonlinear brain dynamics: van der pol meets lstm
G Abrevaya, I Rish, AY Aravkin, G Cecchi, J Kozloski, P Polosecki, ...
arXiv preprint arXiv:1805.09874, 2018
22018
Effective Latent Differential Equation Models via Attention and Multiple Shooting
G Abrevaya, M Ramezanian-Panahi, JC Gagnon-Audet, P Polosecki, ...
Transactions on Machine Learning Research, 2024
12024
Modeling Nonlinear Brain Dynamics with van der Pol Oscillators and Deep Recurrent Networks
G Abrevaya, A Aravkin, GA Cecchi, I Rish, SP Dawson, P Zheng, ...
StatPhys 27 Main Conference, 2019
2019
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Articles 1–5