Chanwook Hwang

Multicentroid Hyperdimensional Computing for Compact IMC Arrays via Dimension Pruning

The implementation of hyperdimensional computing (HDC) on in-memory computing (IMC) architectures faces fundamental challenges due to dimensional mismatches between high-dimensional vectors and IMC array constraints. Traditional HDC approaches utilize vectors that exceed IMC array dimensions, causing computational reso...