42 citations · 172 across the 19 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
eMamba: Efficient Acceleration Framework for Mamba Models in Edge Computing
Jiyong Kim, Jaeho Lee, Jiahao Lin +4
State Space Model (SSM)-based machine learning architectures have recently gained significant attention for processing sequential data. Mamba, a recent sequence-to-sequence SSM, of…
cs.LG2021★ 2 cited
Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices
Toygun Basaklar, Yigit Tuncel, Shruti Yadav Narayana +2
Hyperdimensional computing (HDC) has emerged as a new light-weight learning algorithm with smaller computation and energy requirements compared to conventional techniques. In HDC,…