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: CoRR (2022)
Keyphrases
- object detection
- low cost
- error detection
- hardware and software
- fault detection
- fault diagnosis
- computer systems
- hardware implementation
- computing power
- real time
- vlsi implementation
- personal computer
- model based diagnosis
- computing systems
- hardware architecture
- face detection
- embedded systems
- single chip
- computational power
- parallel hardware
- high end
- error correction
- information systems
- machine learning
- neural network