no code implementations • 5 Jul 2023 • Zhaoze Wang, Junsong Wang
Hub structure, characterized by a few highly interconnected nodes surrounded by a larger number of nodes with fewer connections, is a prominent topological feature of biological brains, contributing to efficient information transfer and cognitive processing across various species.
no code implementations • 23 Apr 2021 • Junsong Wang, Yubo Li, Zhiyong Chang, Haitao Yue, Yonghua Lin
Texture exists in lots of the products, such as wood, beef and compression tea.
no code implementations • 24 Apr 2020 • Tao Wang, Junsong Wang, Chang Xu, Chao Xue
With the best searched quantization policy, we subsequently retrain or finetune to further improve the performance of the quantized target network.
no code implementations • 31 Jul 2018 • Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen
To create such accelerators, we propose a design flow for accelerating the extremely low bit-width neural network (ELB-NN) in embedded FPGAs with hybrid quantization schemes.