On-sensor binarized CNN inference with dynamic model swapping in pixel processor arrays.

Liu, Yanan; Bose, Laurie; Fan, Rui; Dudek, Piotr; Mayol-Cuevas, Walterio

Liu, Yanan; Bose, Laurie; Fan, Rui; Dudek, Piotr; Mayol-Cuevas, Walterio.

Afiliação

Liu Y; Bristol Robotics Laboratory, Faculty of Engineering, University of Bristol, Bristol, United Kingdom.
Bose L; School of Microelectronics, Shanghai University, Shanghai, China.
Fan R; Bristol Robotics Laboratory, Faculty of Engineering, University of Bristol, Bristol, United Kingdom.
Dudek P; Department of Control Science and Engineering, College of Electronics and Information Engineering, Tongji University, Shanghai, China.
Mayol-Cuevas W; School of Electrical and Electronic Engineering, University of Manchester, Manchester, United Kingdom.

Front Neurosci ; 16: 909448, 2022.

Article em En | MEDLINE | ID: mdl-36046469

Palavras-chave

SCAMP vision system; convolutional neural network; embedded computer vision; on-sensor computing; pixel processor array

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Front Neurosci Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Reino Unido País de publicação: Suíça

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