Prospects of Edge AI Hardware Using Nonvolatile Logic

Abstract

At present, research activities are underway to further accelerate the real-world applications of AI Artificial In telligence hardware by providing AI processing not only to the cloud side but also to the terminal (edge) side. In this paper, I outline the prospects for circuit design (called nonvolatile logic) with a built-in nonvolatile storage function in the arithmetic circuit with regard to a problem and its impact for edge AI hardware realization.