Superposed Inference for Hyperdimensional Computing
Hyperdimensional computing (HDC) is attractive for efficient and robust learning, but conventional inference still encodes every query independently, repeatedly paying the cost of high-dimensional projection. We introduce SupHDC, a new inference paradigm that processes multiple queries through a shared encoding computa...
Quan-Ling Zhao, N. Pandey, Ye Tian et al.
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