| 研究成果简介：
| 1. Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang and Yongpan Liu, “A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural-Network Processor Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1× Higher TOPS/mm2 and 6T HBST-TRAM-Based 2D Data-Reuse Architecture”, Solid-State Circuits Conference-(ISSCC), 2019 IEEE International, 2019.
2. Jinshan Yue, Yongpan Liu, Fang Su, Shuangchen Li, Zhe Yuan, Zhibo Wang, Wenyu Sun, Xueqing Li and Huazhong Yang, “AERIS: Area/Energy-Efficient 1T2R ReRAM Based Processing-in-Memory Neural Network System-on-a-Chip”, in 24th Asia and South Pacific Design Automation Conference (ASPDAC ’19), 2019.
3. Jinshan Yue, Yongpan Liu, Zhe Yuan, et al., “A 3.77TOPS/W Convolutional Neural Network Processor with Priority-Driven Kernel Optimization”, IEEE Transactions on Circuits and Systems II: Express Briefs, 2019 , 66(2):277-281.
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