Assessment of a Hardware-Implemented Machine Learning Technique Under Neutron Irradiation

IEEE Transactions on Nuclear Science(2019)

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摘要
Hardware-implemented intelligent systems running autonomous functions and decisions are today becoming more and more ubiquitous in many fields of applications, demanding reliable operation even under harsh conditions as in nuclear power plants and avionics altitudes. Support vector machine (SVM) is a prominent machine learning solution to optimize hardware-implemented autonomous systems. This pape...
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关键词
Support vector machines,Training,Circuit faults,Field programmable gate arrays,Transient analysis,Machine learning algorithms,Mathematical model
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