An EM Algorithm for Ion-Channel Current Estimation.
William J. J. RobertsYariv EphraimPublished in: IEEE Trans. Signal Process. (2008)
Keyphrases
- em algorithm
- maximum likelihood estimation
- expectation maximization
- parameter estimation
- maximum likelihood
- mixture model
- log likelihood function
- density estimation
- gaussian mixture model
- expectation maximisation
- generative model
- gaussian mixture
- likelihood maximization
- maximum likelihood estimates
- incomplete data
- log likelihood
- mixture modeling
- probability density function
- map estimation
- likelihood function
- hidden variables
- update equations
- probabilistic model
- penalized likelihood
- finite mixture model
- model based clustering
- maximum a posteriori
- unsupervised learning
- image segmentation