An efficient loop tiling framework for convolutional neural network inference accelerators

Abstract Convolutional neural networks (CNNs) have been widely applied in the field of computer vision due to their inherent advantages in image feature extraction. However, it is difficult to implement CNNs directly on embedded platforms owing to excessive calculations of CNNs. Field Programmable G...

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Detalles Bibliográficos

Autores principales:	Hongmin Huang, Xianghong Hu, Xueming Li, Xiaoming Xiong
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Wiley 2022-01-01
Colección:	IET Circuits, Devices and Systems
Materias:	field programmable gate arrays convolutional neural nets hardware accelerators inference mechanisms
Acceso en línea:	https://doi.org/10.1049/cds2.12091
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