Analyzing the impact of soft errors in VGG networks implemented on GPUs
Jinghe Wei, Younis Ibrahim, Siyu Qian, Haibin Wang, Guozhu Liu, Qingkui Yu, Rong Qian, Junwei Shi
Topics & Concepts
Computer scienceFault injectionConvolutional neural networkKernel (algebra)Soft errorVulnerability (computing)Reliability (semiconductor)Bridging (networking)Computer engineeringReal-time computingParallel computingArtificial intelligenceOperating systemComputer networkElectronic engineeringComputer securitySoftwarePhysicsEngineeringCombinatoricsQuantum mechanicsPower (physics)MathematicsAdvanced Neural Network ApplicationsAdversarial Robustness in Machine LearningRadiation Effects in Electronics