Evaluating the Impact of Mixed-Precision on Fault Propagation for Deep Neural Networks on GPUs.
Fernando Dos SantosPaolo RechAngeliki KritikakouOlivier SentieysPublished in: ISVLSI (2022)
Keyphrases
- neural network
- fault diagnosis
- pattern recognition
- fault detection
- fuzzy logic
- general purpose
- artificial neural networks
- high precision
- high impact
- high recall
- recurrent neural networks
- fault model
- adaptive resonance theory
- parallel architectures
- average precision
- network architecture
- training process
- neural nets
- precision and recall
- self organizing maps
- expert systems
- genetic algorithm