A physics-based predictive model for pulse design to realize high-performance memristive neural networks

Memristive neural networks have extensively been investigated for their capability in handling various artificial intelligence tasks. The training performance of memristive neural networks depends on the pulse scheme applied to the constituent memristors. However, the design of the pulse scheme in m...

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Bibliographic Details
Main Authors: Haoyue Deng, Zhen Fan, Shuai Dong, Zhiwei Chen, Wenjie Li, Yihong Chen, Kun Liu, Ruiqiang Tao, Guo Tian, Deyang Chen, Minghui Qin, Min Zeng, Xubing Lu, Guofu Zhou, Xingsen Gao, Jun-Ming Liu
Format: Article
Language:English
Published: AIP Publishing LLC 2023-12-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0180346