Modeling Muscle Synergies as a Gaussian Process: Estimating Unmeasured Muscle Excitations using a Measured Subset.
Reed D. GurchiekAnna T. UrsinyRyan S. McGinnisPublished in: EMBC (2020)
Keyphrases
- gaussian process
- bayesian modeling
- gaussian processes
- gaussian process models
- dynamical models
- gaussian process regression
- regression model
- latent variables
- dynamical model
- approximate inference
- model selection
- semi supervised
- sparse approximations
- bayesian framework
- expectation propagation
- covariance function
- hyperparameters
- non stationary
- decision trees
- data sets