MambaSL: Exploring Single-Layer Mamba for Time Series Classification.

arXiv:2604.15174v3 Announce Type: replace-cross Abstract: Despite recent advances in state space models (SSMs) such as Mamba across various sequence domains, research on their standalone capacity for time series classification (TSC) has remained limited. We pr