AI RESEARCH
Graph Signal Processing Meets Mamba2: Adaptive Filter Bank via Delta Modulation
arXiv CS.AI
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ArXi:2603.22333v1 Announce Type: cross State-space models (SSMs) offer efficient alternatives to attention with linear-time recurrence. Mamba2, a recent SSM-based language model, uses selective input gating and a multi-head structure, enabling parallel computation and strong benchmark performance. However, its multi-head recurrence operates independently without structured utilization or analysis.