Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons.
Ramtin ZandKerem Yunus CamsariSupriyo DattaRonald F. DeMaraPublished in: CoRR (2018)
Keyphrases
- probabilistic inference
- probabilistic networks
- graphical models
- message passing
- influence diagrams
- context specific independence
- bayesian networks
- approximate inference
- efficient inference
- belief networks
- neural network
- bayesian belief networks
- probabilistic reasoning
- weighted model counting
- conditional probabilities
- fully connected
- bucket elimination
- design considerations
- variable elimination
- elimination algorithm
- logic programs
- junction tree
- machine learning
- data sets