Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs.
Syed QutubFlorian GeisslerYang PengRalf GräfeMichael PaulitschGereon HinzAlois C. KnollPublished in: SAFECOMP (2022)
Keyphrases
- object detection
- low cost
- hardware and software
- real time
- error detection
- fault detection
- fault diagnosis
- hardware implementation
- neural network
- computing systems
- computer systems
- personal computer
- multiple faults
- model based diagnosis
- image processing
- embedded systems
- data acquisition
- case study
- information systems
- circuit design
- high end
- vlsi implementation
- computer vision