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We comprehensively review a preliminary understanding of Mamba and its evolution. We present a taxonomy and provide a detailed architecture description, diving into reviews of existing architecture variants. We also highlight the challenges and open issues confronted by Mamba to inspire future research agendas.
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Abdus Salam
Rasel Mahmud
Tohedul Islam
Computer
Lappeenranta-Lahti University of Technology
BRAC University
American International University-Bangladesh
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Salam et al. (Wed,) studied this question.
www.synapsesocial.com/papers/6a0f3ab3b7d829a1276ca494 — DOI: https://doi.org/10.1109/mc.2025.3571322