Unsupervised Estimation of Mouse Sleep Scores and Dynamics Using a Graphical Model of Electrophysiological Measurements.
Farid YaghoubyBruce F. O'HaraSridhar SunderamPublished in: Int. J. Neural Syst. (2016)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- probabilistic inference
- bayesian networks
- approximate inference
- structure learning
- map inference
- markov networks
- factor graphs
- belief networks
- conditional random fields
- conditional independence
- graph structure
- exact inference
- parameter estimation
- undirected graphical models
- unsupervised learning
- gaussian graphical models
- statistical inference
- three dimensional
- conditional dependencies
- efficient inference algorithms
- maximum likelihood estimation
- semi supervised
- hidden variables
- first order logic
- particle filter