Author name: Bo Ma, Jinsong Wu, Hongjiang Wei, Weiqi Yan

arXiv:2604.10597v2 Announce Type: replace
Abstract: Mamba selective state space models (SSMs) provide linear-time sequence modeling but are often limited by memory bandwidth in practice, where selective state updates are executed as fragmented kernels…

arXiv:2604.10597v1 Announce Type: new
Abstract: State Space Models (SSMs), represented by the Mamba family, provide linear-time sequence modeling and are attractive for long-context inference. Yet practical deployments remain memory-bandwidth limited …