Fault Injectors for TensorFlow: Evaluation of the Impact of Random Hardware Faults on Deep CNNs.
Michael BeyerAndrey MorozovEmil ValievChristoph SchornLydia GauerhofKai DingKlaus JanschekPublished in: CoRR (2020)
Keyphrases
- fault diagnosis
- fault detection
- fault model
- low cost
- real time
- multiple faults
- fault detection and isolation
- evaluation criteria
- computing power
- evaluation process
- error detection
- cellular neural networks
- evaluation model
- repair actions
- condition monitoring
- hardware architecture
- error correction
- software systems
- evolutionary algorithm
- knowledge base
- information systems