When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies

Deep Neural Network has proved its potential in various perception tasks and hence become an appealing option for interpretation and data processing in security sensitive systems. However, security-sensitive systems demand not only high perception performance, but also design robustness under variou...

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Vydané v:	Proceedings of the ASP-DAC ... Asia and South Pacific Design Automation Conference s. 163 - 168
Hlavní autori:	Yan, Zheyu, Shi, Yiyu, Liao, Wang, Hashimoto, Masanori, Zhou, Xichuan, Zhuo, Cheng
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.01.2020
Predmet:	Hardware Neural networks Robustness Sensitivity Single event upsets Software Task analysis
ISSN:	2153-697X
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