Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse
IEEE Transactions on Computers, pp. 1159-1171, 2020.
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
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