作者:Bolton, Patrick; Edenhofer, Ottmar; Kleinnijenhuis, Alissa; Rockstroem, Johan; Zettelmeyer, Jeromin
作者单位:Imperial College London; Imperial College London; Potsdam Institut fur Klimafolgenforschung; Technical University of Berlin; Technical University of Berlin; Technical University of Berlin; Cornell University; Imperial College London; University of Potsdam
作者:Ocaya, Richard O.; Malevu, Thembinkosi D.
作者单位:University of the Free State; North West University - South Africa
作者:Nowogrodzki, Julian; Basilio, Humberto; Ledford, Heidi; Maher, Brendan; Witze, Alexandra
作者:Khwa, Win-San; Wen, Tai-Hao; Hsu, Hung-Hsi; Huang, Wei-Hsing; Chang, Yu-Chen; Chiu, Ting-Chien; Ke, Zhao-En; Chin, Yu-Hsiang; Wen, Hua-Jin; Hsu, Wei-Ting; Lo, Chung-Chuan; Liu, Ren-Shuo; Hsieh, Chih-Cheng; Tang, Kea-Tiong; Ho, Mon-Shu; Lele, Ashwin Sanjay; Teng, Shih-Hsin; Chou, Chung-Cheng; Chih, Yu-Der; Chang, Tsung-Yung Jonathan; Chang, Meng-Fan
作者单位:Taiwan Semiconductor Manufacturing Company; Taiwan Semiconductor Manufacturing Company
摘要:Artificial intelligence (AI) edge devices(1-12) demand high-precision energy-efficient computations, large on-chip model storage, rapid wakeup-to-response time and cost-effective foundry-ready solutions. Floating point (FP) computation provides precision exceeding that of integer (INT) formats at the cost of higher power and storage overhead. Multi-level-cell (MLC) memristor compute-in-memory (CIM)(13-15) provides compact non-volatile storage and energy-efficient computation but is prone to ac...