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Understanding Error Propagation in Deep-Learning Neural Networks’ Accelerators and Applications | IEEE Journals & Magazine | IEEE Xplore

Understanding Error Propagation in Deep-Learning Neural Networks’ Accelerators and Applications


Abstract:

Editor’s notes: This article reviews some of the first experiments on deep neural networks to analyze the propagation of soft errors from hardware to the application leve...Show More

Abstract:

Editor’s notes: This article reviews some of the first experiments on deep neural networks to analyze the propagation of soft errors from hardware to the application level, along with some of the first error mitigation strategies. —Jyotika Athavale, Synopsys, USA —Haralampos-G. Stratigopoulos, Sorbonne Université, CNRS, LIP6, France
Published in: IEEE Design & Test ( Volume: 42, Issue: 3, June 2025)
Page(s): 7 - 13
Date of Publication: 21 February 2025

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