Maximum Likelihood Reconstruction of Water Cherenkov Events With Deep Generative Neural Networks.
Mo JiaKaran KumarLiam S. MackeyAlexander PutraCristovao VilelaMichael J. WilkingJunjie XiaChiaki YanagisawaKaran YangPublished in: Frontiers Big Data (2022)
Keyphrases
- maximum likelihood
- neural network
- discriminative training
- pattern recognition
- generative model
- event detection
- em algorithm
- expectation maximization
- maximum a posteriori
- fuzzy logic
- unsupervised learning
- three dimensional
- neural nets
- recurrent neural networks
- image reconstruction
- back propagation
- data driven
- reconstruction process
- neural network model
- fuzzy systems
- gaussian distribution
- acute coronary syndrome
- self organizing maps
- fault diagnosis
- high resolution
- multi layer
- feed forward
- likelihood function
- temporal relations
- event sequences
- deep learning
- artificial neural networks
- discrete tomography
- water supply
- porous media
- human activities