CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers with Various Precisions

Issam Hammad; Ling Li; Kamal El-Sankary; W. Martin Snelgrove

doi:10.1109/ACCESS.2021.3049299

CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers with Various Precisions

Issam Hammad, Ling Li, Kamal El-Sankary, W. Martin Snelgrove

Materials Science

科研成果: 期刊稿件 › 文章 › 同行评审

27 引用（Scopus）

源语言	英语
文章编号	9313992
页（从-至）	7220-7232
页数	13
期刊	IEEE Access
卷	9
DOI	https://doi.org/10.1109/ACCESS.2021.3049299
出版状态	已出版 - 2021

!!!ASJC Scopus Subject Areas

一般工程
一般材料科学
一般计算机科学

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10.1109/ACCESS.2021.3049299

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title = "CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers with Various Precisions",

keywords = "Approximate computing, CNN accelerator, approximate multiplier, deep learning, precision prediction, reconfigurable approximate multiplier",

author = "Issam Hammad and Ling Li and Kamal El-Sankary and Snelgrove, {W. Martin}",

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AU - Li, Ling

AU - El-Sankary, Kamal

AU - Snelgrove, W. Martin

PY - 2021

Y1 - 2021

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KW - CNN accelerator

KW - approximate multiplier

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KW - precision prediction

KW - reconfigurable approximate multiplier

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JO - IEEE Access

JF - IEEE Access

M1 - 9313992

ER -

CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers with Various Precisions

!!!ASJC Scopus Subject Areas

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