LAUSR

Efficient Identification of Critical Faults in Memristor-Based Inferencing Accelerators

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1 Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2021.3102894

Abstract: Deep neural networks (DNNs) are becoming ubiquitous, but hardware-level reliability is a concern when DNN models are mapped to emerging neuromorphic technologies such as memristor-based crossbars. As DNN architectures are inherently fault tolerant and many… read more here.

Keywords: critical faults; efficient identification; accuracy; identification critical ... See more keywords