Analyzing time and power efficiency of machine learning models on edge devices.

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Title: Analyzing time and power efficiency of machine learning models on edge devices.
Authors: Khdr, Heba1, heba.khdr@kit.edu, Ahmed, Mohamed Aboelenien1, Oğuz, Yiğit1, Henkel, Jörg1
Source: Analog Integrated Circuits & Signal Processing; Apr2026, Vol. 127 Issue 1, p1-17, 17p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192580074
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Analyzing time and power efficiency of machine learning models on edge devices.
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  Data: <searchLink fieldCode="AU" term="%22Khdr%2C+Heba%22">Khdr, Heba</searchLink><relatesTo>1</relatesTo>, <i>heba.khdr@kit.edu</i><br /><searchLink fieldCode="AU" term="%22Ahmed%2C+Mohamed+Aboelenien%22">Ahmed, Mohamed Aboelenien</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Oğuz%2C+Yiğit%22">Oğuz, Yiğit</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Henkel%2C+Jörg%22">Henkel, Jörg</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Analog+Integrated+Circuits+%26+Signal+Processing%22">Analog Integrated Circuits & Signal Processing</searchLink>; Apr2026, Vol. 127 Issue 1, p1-17, 17p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192580074
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1007/s10470-026-02580-8
    Languages:
      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 1
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      – TitleFull: Analyzing time and power efficiency of machine learning models on edge devices.
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            NameFull: Khdr, Heba
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            NameFull: Ahmed, Mohamed Aboelenien
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            NameFull: Oğuz, Yiğit
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            NameFull: Henkel, Jörg
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            – D: 01
              M: 04
              Text: Apr2026
              Type: published
              Y: 2026
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              Value: 127
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            – TitleFull: Analog Integrated Circuits & Signal Processing
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