Memristive crossbar-based circuit design of back-propagation neural network with synchronous memristance adjustment

Abstract The performance improvement of CMOS computer fails to meet the enormous data processing requirement of artificial intelligence progressively. The memristive neural network is one of the most promising circuit hardwares to make a breakthrough. This paper proposes a novel memristive synaptic...

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Bibliographic Details

Published in:	Complex & Intelligent Systems
Main Authors:	Le Yang, Zhixia Ding, Yanyang Xu, Zhigang Zeng
Format:	Article
Language:	English
Published:	Springer 2024-04-01
Subjects:	Memristive circuit Memristive neural network Back-propagation algorithm Crossbar array Synchronous weight training
Online Access:	https://doi.org/10.1007/s40747-024-01407-1