Open AccessA Comprehensive Survey on Mamba: Architectures, Challenges, and Opportunities
Author(s) -
Abdus Salam,
Rasel Mahmud,
Tohedul Islam,
Saddam Mukta,
Swakkhar Shatabda
Publication year - 2025
Publication title -
computer
Language(s) - English
Resource type - Magazines
SCImago Journal Rank - 0.846
H-Index - 169
eISSN - 1558-0814
pISSN - 0018-9162
DOI - 10.1109/mc.2025.3571322
Subject(s) - computing and processing
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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