A formal approach to identifying the impact of noise on neural networks.
Iram Tariq BhattiMahum NaseerMuhammad ShafiqueOsman HasanPublished in: Commun. ACM (2022)
Keyphrases
- neural network
- noise level
- pattern recognition
- signal to noise ratio
- additive noise
- gaussian noise
- random noise
- fuzzy systems
- noisy data
- fuzzy logic
- artificial neural networks
- self organizing maps
- missing data
- back propagation
- recurrent neural networks
- multi layer
- formal specification
- fault diagnosis
- medical images
- network architecture
- noise removal
- training data
- noise model
- noise free
- genetic algorithm