Songming Yu

According to our database, Songming Yu authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Heterogeneous Microprocessor Based on All-Digital Compute-in-Memory for End-to-End AIoT Inference.

Songming Yu, Yifan He, Hongyang Jia, Wenyu Sun, Mufeng Zhou, Luchang Lei, Wentao Zhao, Guofu Ma, Huazhong Yang, Yongpan Liu

IEEE Trans. Circuits Syst. II Express Briefs, August, 2023

A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro.

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

Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

2022

PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs.

Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

2021

High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping Scheme.

Songming Yu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang, Yongpan Liu

Proceedings of the 10th IEEE Non-Volatile Memory Systems and Applications Symposium, 2021

2020

High Area/Energy Efficiency RRAM CNN Accelerator with Kernel-Reordering Weight Mapping Scheme Based on Pattern Pruning.

Songming Yu, Yongpan Liu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang

CoRR, 2020

High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks.

Jingyu Wang, Songming Yu, Jinshan Yue, Zhe Yuan, Zhuqing Yuan, Huazhong Yang, Xueqing Li, Yongpan Liu

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020