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A Hardware-Aware Analysis of PTQ and QAT Quantized CNNs for Object Detection on FPGA.

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Title: A Hardware-Aware Analysis of PTQ and QAT Quantized CNNs for Object Detection on FPGA.
Authors: Jariri, Noura1, noura.jariri@uit.ac.ma, Allabouche, Kaoutar1, kaoutar.allabouche@uit.ac.ma, Benaly, Mohamed2, m.benaly@uae.ac.ma, Chaman, Mohammed1, mohammed.chaman@uit.ac.ma, Majdoubi, Rania1, majdoubi.rania@uit.ac.ma, Hadjoudja, Abdelkader1, abdelkader.hadjoudja@uit.ac.ma
Source: Engineering, Technology & Applied Science Research; Apr2026, Vol. 16 Issue 2, p34498-34504, 7p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194189377
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PubType: Academic Journal
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194189377
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        Value: 10.48084/etasr.17475
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        Text: English
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      – TitleFull: A Hardware-Aware Analysis of PTQ and QAT Quantized CNNs for Object Detection on FPGA.
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              Text: Apr2026
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              Y: 2026
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