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Optimization of FPGA-based CNN Accelerators Using Metaheuristics


Sep 22, 2022
Sadiq M. Sait, Aiman El-Maleh, Mohammad Altakrouri, Ahmad Shawahna

* 23 pages, 7 figures, 9 tables. in The Journal of Supercomputing, 2022 

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FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation


Mar 22, 2022
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh, Irfan Ahmad

* 30 pages, 12 figures, 5 tables. in IEEE Access, 2022 

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FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review


Jan 01, 2019
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh

* This article has been accepted for publication in IEEE Access (December, 2018) 

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