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Big–Little Adaptive Neural Networks on Low-Power Near-Subthreshold Processors

This paper investigates the energy savings that near-subthreshold processors can obtain in edge AI applications and proposes strategies to improve them while maintaining the accuracy of the application. The selected processors deploy adaptive voltage scaling techniques in which the frequency and vol...

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Autori principali: Zichao Shen, Neil Howard, Jose Nunez-Yanez
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2022-05-01
Serie:Journal of Low Power Electronics and Applications
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Accesso online:https://www.mdpi.com/2079-9268/12/2/28
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