Summary
International Symposium on Nonlinear Theory and Its Applications
2022
Session Number:A4L-D
Session:
Number:A4L-D-03
Prospects of Energy-Efficient Edge-AI Accelerator Architecture Using Nonvolatile Logic
Masanori Natsui , Daisuke Suzuki , Yasuhiro Takako , Akira Tamakoshi , Takahiro Hanyu,
pp.136-138
Publication Date:12/12/2022
Online ISSN:2188-5079
Summary:
The realization of energy-efficient edge-AI hardware is an important issue for utilizing it as a fundamental technology for the next-generation IoT society. Nonvolatile logic-circuit technology based on MTJ devices is a key to solving this challenge. In this paper, we discuss design guidelines and prospects for edge-AI hardware that enables energy-saving operation by maximizing the use of nonvolatile memory functions.