Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons.
Ramtin ZandKerem Yunus CamsariSupriyo DattaRonald F. DeMaraPublished in: ACM J. Emerg. Technol. Comput. Syst. (2019)
Keyphrases
- probabilistic inference
- probabilistic networks
- graphical models
- bayesian networks
- approximate inference
- message passing
- influence diagrams
- weighted model counting
- conditional probabilities
- probabilistic reasoning
- belief networks
- context specific independence
- efficient inference
- belief propagation
- bucket elimination
- bayesian belief networks
- design considerations
- neural network
- variable elimination
- junction tree
- probability distribution
- pairwise
- fully connected
- higher order
- energy function
- random variables