Hierarchical Gaussian Filter
GPTKB entity
Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
theoretical computer science
|
| gptkbp:application |
modeling human learning
modeling perception modeling psychiatric disorders |
| gptkbp:citation |
Mathys, S. et al. (2011). A Bayesian foundation for individual learning under uncertainty. Frontiers in Human Neuroscience.
|
| gptkbp:describes |
hierarchical Bayesian inference
|
| gptkbp:form |
variational inference
Gaussian assumptions hierarchical generative model |
| gptkbp:hasModel |
perceptual inference
learning under uncertainty |
| https://www.w3.org/2000/01/rdf-schema#label |
Hierarchical Gaussian Filter
|
| gptkbp:implementedIn |
TAPAS toolbox
|
| gptkbp:proposedBy |
K. J. Friston
S. J. Mathys |
| gptkbp:relatedTo |
predictive coding
free energy principle Bayesian brain hypothesis |
| gptkbp:usedIn |
gptkb:machine_learning
computational neuroscience Bayesian inference |
| gptkbp:yearProposed |
2011
|
| gptkbp:bfsParent |
gptkb:Christian_Mathys
|
| gptkbp:bfsLayer |
5
|