Emulating the Effects of Radiation-Induced Soft-Errors for the Reliability Assessment of Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2021.3116999
Abstract: Convolutional Neural Networks (CNNs) are currently one of the most widely used predictive models in machine learning. Recent studies have demonstrated that hardware faults induced by radiation fields, including cosmic rays, may significantly impact the… read more here.
Keywords: neural networks; effects radiation; reliability assessment; radiation ... See more keywords