Jinshan Li

HEMERA: A Heterogeneous Memory-Centric Accelerator with Recursive Dataflow for Edge-Constrained State-Space-Duality Models Inference

Hao Ding, Ling Liang, Ruitong Qiao, Dongxue Zhao, Xiantong Qiu, Jinshan Li, et al.

Structured State Space Models (SSMs), such as Mamba, enable efficient long-sequence modeling with linear time complexity. Recent implementations realize this capability through Structured State Space Duality (SSD), which transforms recursive state evolution into matrix-form compu…Read more