MambaSL: Exploring Single-Layer Mamba for Time Series Classification

Yoo-Min Jung, Leekyung Kim

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 r…