Efficient state and parameter estimation for high-dimensional nonlinear system identification with application to MEG brain network modeling.
Matthew F. SinghChong WangMichael W. ColeShiNung ChingPublished in: CoRR (2021)
Keyphrases
- parameter estimation
- high dimensional
- least squares
- model selection
- maximum likelihood
- estimation problems
- markov random field
- statistical models
- parameter estimation algorithm
- model fitting
- approximate inference
- parameter values
- random fields
- em algorithm
- expectation maximization
- machine learning
- posterior distribution
- principal component analysis
- maximum likelihood estimation
- probabilistic model
- image processing
- brain signals