Looped SSMs: Depth-Recurrence and Input Reshaping for Time Series Classification

Mónika Farsang, Ramin Hasani, Daniela Rus +1

State Space Models (SSMs) are inherently recurrent along the sequence dimension, yet depth-recurrence - reusing the same block repeatedly across layers, as recently applied in loop…