Preprint
Jul 2026
Motif-Mamba: network motif improved mamba for long-range sequence modeling
Motif-Mamba is a structured state space model that augments Mamba with a motif-constrained low-rank recurrent pathway, Inspired by the dynamics of three-node network motifs, which enhances cross-dimensional communication while preserving the linear-time recurrent structure of Mamba.
Chonghe Hao, Yue Sun, Jian Zhang et al.
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