On the impact of smart sensor approximations on the accuracy of machine learning tasks

Smart sensors present in ubiquitous Internet of Things (IoT) devices often obtain high energy efficiency by carefully tuning how the sensing, the analog to digital (A/D) conversion and the digital serial transmission are implemented. Such tuning involves approximations, i.e. alterations of the sense...

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Bibliographic Details
Main Authors: Daniele Jahier Pagliari, Massimo Poncino
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844020325937