State-Free Inference of State-Space Models: The Transfer Function Approach

Rom N. Parnichkun, Stefano Massaroli, Alessandro Moro +10

We approach designing a state-space model for deep learning applications through its dual representation, the transfer function, and uncover a highly efficient sequence parallel in…