Probabilistic inference under time pressure leads to a cortical-to-subcortical shift in decision evidence integration.
Hanna Oh-DescherJeffrey M. BeckSilvia FerrariMarc A. SommerTobias EgnerPublished in: NeuroImage (2017)
Keyphrases
- probabilistic inference
- influence diagrams
- graphical models
- bayesian networks
- efficient inference
- approximate inference
- belief networks
- weighted model counting
- subcortical structures
- message passing
- conditional probabilities
- decision making
- bayesian belief networks
- context specific independence
- bucket elimination
- belief propagation
- variable elimination
- magnetic resonance images
- exact inference
- random variables
- probabilistic model
- neural network model
- sensitivity analysis
- decision problems
- small number
- elimination algorithm
- pairwise
- training data
- image segmentation