Parameter estimation and identifiability in a neural population model for electro-cortical activity.
Agus HartoyoPeter J. CaduschDavid T. J. LileyDamien G. HicksPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- parameter estimation
- parameter values
- probabilistic model
- statistical models
- expectation maximization
- em algorithm
- model fitting
- experimental data
- maximum likelihood
- model selection
- statistical model
- parameter estimation algorithm
- least squares
- probability distribution
- gibbs sampling
- parameters estimation
- computer vision
- random fields
- approximate inference
- maximum likelihood estimation
- machine learning
- estimation problems
- maximum likelihood estimates
- data mining