Level Scaling and Pulse Regulating to Mitigate the Impact of the Cycle-to-Cycle Variation in Memristor-Based Edge AI System

As a novel nonvolatile device, the memristor has already delivered many of its promises including low computation complexity and high energy efficiency for the edge artificial intelligence (AI) system in Internet of Things (IoT) applications. However, the intrinsic variability of switching behavior of memristors has been a major obstacle to their implementation. In this study, first, with the Al/T...