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A quantitative review of automated neural search and on-device learning for tiny devices

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posted on 27.01.2022, 22:08 by Danilo PauDanilo Pau, Prem Kumar Ambrose
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.

History

Email Address of Submitting Author

danilo.pau@st.com

ORCID of Submitting Author

0000-0003-1585-2313

Submitting Author's Institution

STMicroelectronics

Submitting Author's Country

Italy