Department of Mathematics, National University of Singapore, e0622338@u.nus.edu; Department of Statistics and Data Science, National University of Singapore, e0773769@u.nus.edu
Shida Wang, Beichen Xue
state space;approximation theory;sequence modelling
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory