Výsledky vyhledávání - "Achraf El Bouazzaoui"

Akademický článek

Adaptive K values and training subsets selection for optimal K-NN performance on FPGA

Autor: Achraf El Bouazzaoui, Noura Jariri, Omar Mouhib, Abdelkader Hadjoudja

Publikováno v: Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 5, Pp 102081- (2024)

This study introduces an Adaptive K-Nearest Neighbors methodology designed for FPGA platforms, offering substantial improvements over traditional K-Nearest Neighbors implementations. By integrating a dynamic classifier selection system, our approach

Externí odkaz: https://doaj.org/article/05cd886a61754283a50dc76091ab2340

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Akademický článek

FPGA-based ML adaptive accelerator: A partial reconfiguration approach for optimized ML accelerator utilization

Autor: Achraf El Bouazzaoui, Abdelkader Hadjoudja, Omar Mouhib, Nazha Cherkaoui

Publikováno v: Array, Vol 21, Iss , Pp 100337- (2024)

The relentless increase in data volume and complexity necessitates advancements in machine learning methodologies that are more adaptable. In response to this challenge, we present a novel architecture enabling dynamic classifier selection on FPGA pl

Externí odkaz: https://doaj.org/article/0631c9d337324d14a24982de9f856939

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