FACH - FPGA-based acceleration of hyperdimensional computing by reducing computational complexity

Mohsen Imani
Mohsen Imani
Sahand Salamat
Sahand Salamat
Saransh Gupta
Saransh Gupta
Jiani Huang
Jiani Huang

ASP-DAC, pp. 493-498, 2019.

Cited by: 11|Bibtex|Views52|DOI:https://doi.org/10.1145/3287624.3287667
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Other Links: dblp.uni-trier.de|dl.acm.org|academic.microsoft.com

Abstract:

Brain-inspired hyperdimensional (HD) computing explores computing with hypervectors for the emulation of cognition as an alternative to computing with numbers. In HD, input symbols are mapped to a hypervector and an associative search is performed for reasoning and classification. An associative memory, which finds the closest match betwe...More

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