Energy-efficient neural network design using memristive MAC unit

Artificial intelligence applications implemented with neural networks require extensive arithmetic capabilities through multiply-accumulate (MAC) units. Traditional designs based on voltage-mode circuits feature complex logic chains for such purposes as carry processing. Additionally, as a separate...

Full description

Bibliographic Details
Main Authors: Shengqi Yu, Thanasin Bunnam, Sirichai Triamlumlerd, Manoch Pracha, Fei Xia, Rishad Shafik, Alex Yakovlev
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Electronics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/felec.2022.877629/full