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A quantitative review of automated neural search and on-device learning for tiny devices
  • Danilo Pau ,
  • Prem Kumar Ambrose
Danilo Pau
STMicroelectronics

Corresponding Author:[email protected]

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Prem Kumar Ambrose
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Abstract

This paper presents the state-of-the-art review of the different approaches for Neural Architecture Search targeting resource constrained devices such as microcontrollers. As well as the implementations of On-Device learning techniques for those devices.
09 May 2023Published in Chips volume 2 issue 2 on pages 130-141. 10.3390/chips2020008