Dynamical Mechanism of Sampling-Based Probabilistic Inference Under Probabilistic Population Codes.
Kohei IchikawaAsaki KataokaPublished in: Neural Comput. (2022)
Keyphrases
- probabilistic inference
- bayesian networks
- conditional probabilities
- probabilistic reasoning
- belief networks
- variable elimination
- bayes nets
- probabilistic databases
- graphical models
- influence diagrams
- weighted model counting
- approximate inference
- bayesian belief networks
- probabilistic model
- context specific independence
- message passing
- factor graphs
- exact inference
- logical inference
- junction tree
- efficient inference
- probability distribution
- elimination algorithm
- uncertain data
- random variables
- tree decomposition
- genetic algorithm
- data sets