kNN-STUFF: kNN STreaming Unit for Fpgas

Author:

Vieira JoaoORCID,Duarte Rui P.ORCID,Neto Horacio C.ORCID

Funder

Fundação para a Ciência e a Tecnologia

project “Synthetic Aperture Radar Robust Reconfigurable Optimized Computing Architecture (SARRROCA)”

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Optimized k-Nearest neighbors search implementation on resource-constrained FPGA platforms;Microprocessors and Microsystems;2024-09

2. BitNN: A Bit-Serial Accelerator for K-Nearest Neighbor Search in Point Clouds;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

3. Adaptive K values and training subsets selection for optimal K-NN performance on FPGA;Journal of King Saud University - Computer and Information Sciences;2024-06

4. Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge;Proceedings of the 21st ACM International Conference on Computing Frontiers;2024-05-07

5. NDPmulator: Enabling Full-System Simulation for Near-Data Accelerators From Caches to DRAM;IEEE Access;2024

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