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Hi, I'm Wang Shida(汪铈达).

Inverse Approximation Theory for Nonlinear Recurrent Neural Networks (ICLR 2024, spotlight)
    GitHub repo: Curse-of-memory
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory (Neurips 2023)
+     GitHub repo: Awesome-state-space-models
A Brief Survey on the Approximation Theory for Sequence Modelling (JML)
Efficient Hyperdimensional Computing (ECML 2023)