Review
Open access
Sep 2026
A Survey on Lightweight Deep Neural Network Architecture Design
Despite the remarkable achievements of deep neural networks (DNNs) in numerous fields, the growing number of parameters and computational complexity severely limit their deployment feasibility on edge devices. Against this backdrop, lightweight DNNs have not only become a hot topic in academic research but also a key t...
Yong Li, Yuang Chen, Qi-Ming Liang et al.
· ACM Computing Surveys · 0 citations