2 papers
cs.AR2025
MEMHD: Memory-Efficient Multi-Centroid Hyperdimensional Computing for Fully-Utilized In-Memory Computing Architectures
Do Yeong Kang, Yeong Hwan Oh, Chanwook Hwang +3
The implementation of Hyperdimensional Computing (HDC) on In-Memory Computing (IMC) architectures faces significant challenges due to the mismatch between highdimensional vectors a…
cs.AR2025
Low-Rank Compression for IMC Arrays
Kang Eun Jeon, Johnny Rhe, Jong Hwan Ko
In this study, we address the challenge of low-rank model compression in the context of in-memory computing (IMC) architectures. Traditional pruning approaches, while effective in…