Machine Learning for Microcontroller-Class Hardware: A Review.

Saha, Swapnil Sayan; Sandha, Sandeep Singh; Srivastava, Mani

Saha, Swapnil Sayan; Sandha, Sandeep Singh; Srivastava, Mani.

Afiliação

Saha SS; Dept. of Electrical and Computer Engineering and the Dept. of Computer Science, University of California - Los Angeles, CA 90095, USA.
Sandha SS; Dept. of Electrical and Computer Engineering and the Dept. of Computer Science, University of California - Los Angeles, CA 90095, USA.
Srivastava M; Dept. of Electrical and Computer Engineering and the Dept. of Computer Science, University of California - Los Angeles, CA 90095, USA.

IEEE Sens J ; 22(22): 21362-21390, 2022 Nov 15.

Article em En | MEDLINE | ID: mdl-36439060

Palavras-chave

Feature projection; TinyML; internet-of-things; machine learning; microcontrollers; model compression; neural architecture search; neural networks; optimization; sensors

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Qualitative_research Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Qualitative_research Idioma: En Ano de publicação: 2022 Tipo de documento: Article