Journal
IEEE MICRO
Volume 38, Issue 6, Pages 46-55Publisher
IEEE COMPUTER SOC
DOI: 10.1109/MM.2018.2873870
Keywords
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Funding
- European Research Council (ERC) under the European Union [772773]
- Spanish Ministry of Science and Innovation [TIN2015-65316-P]
- HiPEAC Network of Excellence
- Ministry of Economy and Competitiveness [RYC-2013-14717]
- Spanish Ministry of Economy and Competitiveness [TIN2014-60404-JIN]
- FEDER funds [TIN2014-60404-JIN]
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GPUs have been shown to cover the computing performance needs of autonomous driving (AD) systems.However, since the GPUs used for AD build on designs for the mainstream market, they may lack fundamental properties for correct operation under automotive's safety regulations. In this paper, we analyze some of the main challenges in hardware and software design to embrace GPUs as the reference computing solution for AD, with the emphasis in ISO 26262 functional safety requirement.
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