Generative models of brain dynamics M Ramezanian-Panahi, G Abrevaya, JC Gagnon-Audet, V Voleti, I Rish, ... Frontiers in Artificial Intelligence 5, 807406, 2022 | 38* | 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 | 8 | 2021 |
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 | 3* | 2024 |
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 | 2 | 2018 |
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 |