33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing

Liu, Qi; Gao, Bin; Yao, Peng; Wu, Dong; Chen, Junren; Pang, Yachuan; Zhang, Wenqiang; Liao, Yan; Xue, Cheng-Xin; Chen, Wei-Hao; Tang, Jianshi; Wang, Yu; Chang, Meng-Fan; Qian, He; Wu, Huaqiang

doi:10.1109/isscc19947.2020.9062953

33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing

Non-volatile memory (NVM) based computing-in-memory (CIM) shows significant advantages in handling deep learning tasks for artificial intelligence (AI) applications. To overcome the decreasing cost effectiveness of transistor scaling and the intrinsic inefficiency of data-shuttling in the von-Neu…