High-speed programming with threshold division for RRAM-based neural network accelerators

RRAM-based neural network accelerators offer significant improvements in energy efficiency and throughput for machine learning and artificial intelligence. However, it is challenging to transfer trained neural network weights to RRAM arrays precisely due to non-ideal characteristics such as read noi...

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Bibliographic Details
Main Authors: Xiangyu Du, Taiping Chen, Man Su, Zhen Li, Peiwen Tong, Wei Wang, Rongrong Cao
Format: Article
Language:English
Published: AIP Publishing LLC 2024-12-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0243471
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