Saca-FI: A microarchitecture-level fault injection framework for reliability analysis of systolic array based CNN accelerator
Jingweijia Tan, Qixiang Wang, Kaige Yan, Xiaohui Wei, Xin Fu
Topics & Concepts
Computer scienceConvolutional neural networkMicroarchitectureReliability (semiconductor)Systolic arrayVulnerability (computing)Resilience (materials science)Embedded systemComputer engineeringArtificial intelligenceComputer securityPower (physics)Very-large-scale integrationQuantum mechanicsPhysicsThermodynamicsRadiation Effects in ElectronicsAdversarial Robustness in Machine LearningAdvanced Memory and Neural Computing