Song Chen

DSSMs: State Space Models with Explicit Memory via Delay Differential Equations

Yixiao Qian, Song Chen, Jiaxu Liu, Shengze Cai, Chao Xu

State Space Models (SSMs) have emerged as a powerful paradigm for efficient long-sequence modeling, offering parallel training and fast linear-time recurrent inference. However, like other recurrent architectures, SSMs must compress an unbounded history into a fixed-size state, w…Read more