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A methodology for accurate benchmarking of neural network accelerators using a high-level synthesis-based hardware generator.

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Title: A methodology for accurate benchmarking of neural network accelerators using a high-level synthesis-based hardware generator.
Authors: Prabhu, Kartik1 (AUTHOR) kprabhu7@stanford.edu, Yu, Jeffrey1 (AUTHOR) jeffreyy@stanford.edu, Pan, Xinyuan Allen1 (AUTHOR) allpan@stanford.edu, Raina, Priyanka1 (AUTHOR) praina@stanford.edu
Source: Philosophical Transactions of the Royal Society A: Mathematical, Physical & Engineering Sciences. 2/26/2026, Vol. 384 Issue 2315, p1-17. 17p.
Database: Academic Search Ultimate
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DbLabel: Academic Search Ultimate
An: 192028429
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192028429
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1098/rsta.2024.0514
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      – Code: eng
        Text: English
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        PageCount: 17
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            NameFull: Yu, Jeffrey
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            NameFull: Pan, Xinyuan Allen
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              Text: 2/26/2026
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              Y: 2026
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              Value: 384
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              Value: 2315
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