Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models

Aleksandar Terzić, Nicolas Menet, Michael Hersche +2

Modern state-space models (SSMs) often utilize transition matrices which enable efficient computation but pose restrictions on the model's expressivity, as measured in terms of the…