| IDENTIFYING NONLINEAR DYNAMICAL SYSTEMS WITH MULTIPLE TIME SCALES AND LONG-RANGE DEPENDENCIES D Schmidt, G Koppe, Z Monfared, M Beutelspacher, D Durstewitz ICLR 2021, 2021 | 35* | 2021 |
| Flutter, limit cycle oscillation, bifurcation and stability regions of an airfoil with discontinuous freeplay nonlinearity Z Monfared, Z Afsharnezhad, J Abolfazli Esfahani Nonlinear Dynamics 90 (3), 1965-1986, 2017 | 26 | 2017 |
| On the difficulty of learning chaotic dynamics with RNNs J Mikhaeil, Z Monfared, D Durstewitz Advances in Neural Information Processing Systems 35, 11297-11312, 2022 | 25* | 2022 |
| Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems M Brenner, F Hess, JM Mikhaeil, L Bereska, Z Monfared, PC Kuo, ... Proceedings of Machine Learning Research (ICML 2022) 162, 2292-2320, 2022 | 19 | 2022 |
| Analysis of cisplatin-induced ototoxicity risk factors in Iranian patients with solid tumors: a cohort, prospective and single institute study Z Monfared, A Khosravi, AS Naini, G Radmand, K Khodadad Asian Pacific journal of cancer prevention: APJCP 18 (3), 753, 2017 | 19 | 2017 |
| Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time Z Monfared, D Durstewitz Proceedings of Machine Learning Research (ICML 2020) 119, 6999-7009, 2020 | 12 | 2020 |
| Existence of n-cycles and border-collision bifurcations in piecewise-linear continuous maps with applications to recurrent neural networks Z Monfared, D Durstewitz Nonlinear dynamics 101 (2), 1037-1052, 2020 | 10 | 2020 |
| Generalized Teacher Forcing for Learning Chaotic Dynamics F Hess, Z Monfared, M Brenner, D Durstewitz ICML 2023, 2023 | 8 | 2023 |
| Existence and nonexistence of periodic solution and Hopf bifurcation of a tourism-based social-ecological system Z Monfared, Z Dadi, NM Lari, Z Afsharnezhad Optik 127 (22), 10908-10918, 2016 | 8 | 2016 |
| Modeling and dynamic behavior of a discontinuous tourism-based social-ecological dynamical system M Behjaty, Z Monfared Filomat 33 (18), 5991-6004, 2019 | 6 | 2019 |
| Analysing panel flutter in supersonic flow by Hopf bifurcation Z Monfared, Z Dadi Iranian Journal of Numerical Analysis and Optimization 4 (2), 1-14, 2014 | 6 | 2014 |
| Profitability and sustainability of a tourism-based social-ecological dynamical system by bifurcation analysis Z Afsharnezhad, Z Dadi, Z Monfared Journal of the Korean Mathematical Society 54 (1), 1-16, 2017 | 4 | 2017 |
| Investigating the effect of pyroptosis on the slow CD4+ T cell depletion in HIV-1 infection, by dynamical analysis of its discontinuous mathematical model Z Monfared, F Omidi, Y Qaseminezhad Raeini International Journal of Biomathematics 13 (06), 2050041, 2020 | 3 | 2020 |
| Out-of-Domain Generalization in Dynamical Systems Reconstruction N Göring, F Hess, M Brenner, Z Monfared, D Durstewitz arXiv preprint arXiv:2402.18377, 2024 | 1 | 2024 |
| Bifurcations and loss jumps in RNN training L Eisenmann, Z Monfared, N Göring, D Durstewitz Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Hopf bifurcation of a flow-induced vibrations problem Z Monfared, Z Dadi The 10th Seminar on Differential Equations and Dynamical Systems, Mazandaran …, 2013 | 1 | 2013 |
| Robust chaos and multi-stability in piecewise linear recurrent neural networks Z Monfared, M Patra, D Durstewitz | | 2022 |
| Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems M Brenner, F Hess, JM Mikhaeil, L Bereska, Z Monfared, PC Kuo, ... https://doi.org/10.48550/arXiv.2207.02542, 2022 | | 2022 |
| On the difficulty of learning chaotic dynamics with RNNs JM Mikhaeil, Z Monfared, D Durstewitz arXiv preprint arXiv:2110.07238, 2021 | | 2021 |
| Tractable Dendritic RNNs for Identifying Unknown Nonlinear Dynamical Systems M Brenner, L Bereska, JM Mikhaeil, F Hess, Z Monfared, PC Kuo, ... | | 2021 |
Daniel DurstewitzProfessor for Theoretical Neuroscience, CIMH/ Heidelberg UniversityVerified email at zi-mannheim.de
