Songming Yu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Heterogeneous Computing

High Performance Computing

Pruning Algorithm

Energy Efficiency

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

VLSI Technology and Circuits

Publications

Jinshan Yue, Mingtao Zhan, Zi Wang, Yifan He, Yaolei Li, Songming Yu, Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, Nan Sun, Huazhong Yang, Ming Liu, Yongpan Liu
A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro. VLSI Technology and Circuits (2023)
Songming Yu, Yifan He, Hongyang Jia, Wenyu Sun, Mufeng Zhou, Luchang Lei, Wentao Zhao, Guofu Ma, Huazhong Yang, Yongpan Liu
A Heterogeneous Microprocessor Based on All-Digital Compute-in-Memory for End-to-End AIoT Inference. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu
PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Songming Yu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang, Yongpan Liu
High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping Scheme. NVMSA (2021)
Jingyu Wang, Songming Yu, Jinshan Yue, Zhe Yuan, Zhuqing Yuan, Huazhong Yang, Xueqing Li, Yongpan Liu
High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks. DAC (2020)
Songming Yu, Yongpan Liu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang
High Area/Energy Efficiency RRAM CNN Accelerator with Kernel-Reordering Weight Mapping Scheme Based on Pattern Pruning. CoRR (2020)