Author name: Nikola Zubi\'c, Qian Li, Yuyi Wang, Davide Scaramuzza

arXiv:2604.14501v1 Announce Type: new
Abstract: We study the expressive power and limitations of multi-layer state-space models (SSMs). First, we show that multi-layer SSMs face fundamental limitations in compositional tasks, revealing an inherent gap…