Articles with "aware training" as a keyword



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Experimentally-Validated Crossbar Model for Defect-Aware Training of Neural Networks

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Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2022.3160591

Abstract: Nanoscale memristors in a crossbar configuration have demonstrated their ability to accelerate modern computing workloads in various applications, including machine learning, image processing, and data analytics. Modeling the crossbar behavior is critical to software-hardware co-design,… read more here.

Keywords: aware training; defect aware; model; crossbar ... See more keywords