Riccati State Space Models: Non-iterative Parallelization for Nonlinear Sequence Modeling.

arXiv:2609.35441v1 Announce Type: cross Abstract: State space models (SSMs) achieve efficient sequence processing because their affine state updates are closed under composition and can therefore be evaluated with an associative parallel scan. Nonlinear recurr