iFLEX: A Fully Open-Source, High-Density Field-Programmable Gate Array (FPGA)-Based Hardware Co-Processor for Vector Similarity Searching

iFLEX: A Fully Open-Source, High-Density Field-Programmable Gate Array (FPGA)-Based Hardware Co-Processor for Vector Similarity Searching

Vector similarity searching consists of comparing a query vector against a high volume of entries in a reference data set, according to a chosen similarity metric such as the L1-norm, L2-norm, or Hamming distance. Large-scale research and commercial applications of these computations are developing...

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Bibliographic Details
Main Authors: Ludovico Minati, Vardan Movsisyan, Matthew Mccormick, Khachatur Gyozalyan, Tigran Papazyan, Hrach Makaryan, Stefano Aldrigo, Taron Harutyunyan, Hayk Ghaltaghchyan, Chris Mccormick, Mick Fandrich
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
distributed computing
field-programmable gate array (FPGA)
hamming distance
high-performance computing
L1-norm
Online Access:https://ieeexplore.ieee.org/document/8794567/

Internet

https://ieeexplore.ieee.org/document/8794567/

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