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

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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Bibliographic Details
Main Authors: Zichao Shen, Neil Howard, Jose Nunez-Yanez
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Journal of Low Power Electronics and Applications
Subjects:
near-subthreshold processor
energy efficient
edge computing
neural network
adaptive computing
Online Access:https://www.mdpi.com/2079-9268/12/2/28

Internet

https://www.mdpi.com/2079-9268/12/2/28

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