JMDC: A joint model and data compression system for deep neural networks collaborative computing in edge-cloud networks

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze, Yu‐Hsin Chen, Tien-Ju Yang et al. · Proceedings of the IEEE · 2017 · 4K citations

Computing, Computer Science, Artificial Intelligence +13

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

Zhi Zhou, Xu Chen, En Li et al. · Proceedings of the IEEE · 2019 · 2.2K citations · Full text

Computing, Computer Science, Computer Systems +11

BinaryConnect: Training Deep Neural Networks with binary weights during propagations

Matthieu Courbariaux, Yoshua Bengio, Jean‐Pierre David · PolyPublie (École Polytechnique de Montréal) · 2015 · 1.8K citations · Full text

Computing, Computer Engineering, Computer Science +13

Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

Xiaofei Wang, Yiwen Han, Victor C. M. Leung et al. · IEEE Communications Surveys & Tutorials · 2020 · 1.4K citations · Full text

Computing, Cloud Computing, Computer Science +17