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20152026
most citedA Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges

147 citations · 702 across the 33 of their papers we have counts for

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Showing 2020 · cs.CLShow all

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cs.CL2020★ 23 cited

HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics

Pedro Alonso, Kumar Shridhar, Denis Kleyko +2

Recent advances in Deep Learning have led to a significant performance increase on several NLP tasks, however, the models become more and more computationally demanding. Therefore,…