kNN-STUFF: kNN STreaming Unit for Fpgas

kNN-STUFF: kNN STreaming Unit for Fpgas

This paper presents kNN STreaming Unit For Fpgas (kNN-STUFF), a modular, scalable and efficient Hardware/Software implementation of k-Nearest Neighbors (kNN) classifier targeting System on Chip (SoC) devices. It takes advantage of custom accelerators, implemented on the reconfigurable fabric of the...

Full description

Bibliographic Details
Main Authors: Joao Vieira, Rui P. Duarte, Horacio C. Neto
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
FPGA
SoC
kNN
Parallel architectures
real-time classification
IoT
Online Access:https://ieeexplore.ieee.org/document/8911384/

Internet

https://ieeexplore.ieee.org/document/8911384/

Similar Items