Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations.
Christian DonnerKlaus ObermayerHideaki ShimazakiPublished in: PLoS Comput. Biol. (2017)
Keyphrases
- approximate inference
- graphical models
- probabilistic inference
- belief propagation
- exact inference
- gaussian process
- parameter estimation
- message passing
- latent variables
- bayesian networks
- variational methods
- factor graphs
- loopy belief propagation
- dynamic bayesian networks
- conditional random fields
- dynamical systems
- structured prediction
- neural network
- expectation propagation
- computer vision
- markov random field
- semi supervised
- information extraction
- high quality
- three dimensional