A digital signal processor‐efficient accelerator for depthwise separable convolution

Abstract Recent researches on deep convolution neural networks have proposed some compact networks, such as MobileNet, but its main computation, depthwise separable convolution (DWC), which reduces the reusable data and improves the requirement of data loading efficiency. Although DWC can effectivel...

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Bibliographic Details
Main Authors: Xueming Li, Hongmin Huang, Yuan Liu, Xianghong Hu, Xiaoming Xiong
Format: Article
Language:English
Published: Wiley 2022-03-01
Series:Electronics Letters
Online Access:https://doi.org/10.1049/ell2.12435