THDC: Training Hyperdimensional Computing Models with Backpropagation

Hanne Dejonghe, Sam Leroux

Hyperdimensional computing (HDC) offers lightweight learning for energy-constrained devices by encoding data into high-dimensional vectors. However, its reliance on ultra-high dime…