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20182026
most citedIdentifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI

80 citations · 107 across the 8 of their papers we have counts for

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cs.LG2026

Continual Learning of Dynamical Systems in Recurrent Neural Networks through Recyclable Unit Gating

Sima Hashemi, Daniel Durstewitz, Georgia Koppe

Dynamical Systems Reconstruction (DSR) aims to infer models from observed time series that reproduce a system's qualitative long-term behavior. Continual DSR (cDSR) requires learni…