Zahra Monfared

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Chaotic Dynamics

Nonlinear Dynamical Systems

Top Venues

Publications

Niclas Alexander Göring, Florian Hess, Manuel Brenner, Zahra Monfared, Daniel Durstewitz
Out-of-Domain Generalization in Dynamical Systems Reconstruction. CoRR (2024)
Florian Hess, Zahra Monfared, Manuel Brenner, Daniel Durstewitz
Generalized Teacher Forcing for Learning Chaotic Dynamics. CoRR (2023)
Lukas Eisenmann, Zahra Monfared, Niclas Alexander Göring, Daniel Durstewitz
Bifurcations and loss jumps in RNN training. CoRR (2023)
Lukas Eisenmann, Zahra Monfared, Niclas Alexander Göring, Daniel Durstewitz
Bifurcations and loss jumps in RNN training. NeurIPS (2023)
Florian Hess, Zahra Monfared, Manuel Brenner, Daniel Durstewitz
Generalized Teacher Forcing for Learning Chaotic Dynamics. ICML (2023)
Manuel Brenner, Florian Hess, Jonas M. Mikhaeil, Leonard F. Bereska, Zahra Monfared, Po-Chen Kuo, Daniel Durstewitz
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems. ICML (2022)
Manuel Brenner, Florian Hess, Jonas M. Mikhaeil, Leonard F. Bereska, Zahra Monfared, Po-Chen Kuo, Daniel Durstewitz
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems. CoRR (2022)
Jonas M. Mikhaeil, Zahra Monfared, Daniel Durstewitz
On the difficulty of learning chaotic dynamics with RNNs. NeurIPS (2022)
Zahra Monfared, Jonas M. Mikhaeil, Daniel Durstewitz
How to train RNNs on chaotic data? CoRR (2021)
Dominik Schmidt, Georgia Koppe, Zahra Monfared, Max Beutelspacher, Daniel Durstewitz
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies. ICLR (2021)
Zahra Monfared, Daniel Durstewitz
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time. ICML (2020)