Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse

Brain-inspired hyperdimensional (HD) computing emulates cognition by computing with long-size vectors. HD computing consists of two main modules: encoder and associative search. The encoder module maps inputs into high dimensional vectors, called hypervectors. The associative search finds the closest match between the <italic>trained mod...More