A method for the estimation of a motor unit innervation zone center position evaluated with a computational sEMG model.
Malte MechtenbergAxel SchneiderPublished in: Frontiers Neurorobotics (2023)
Keyphrases
- statistical model
- objective function
- probabilistic model
- mathematical model
- prior knowledge
- modeling method
- study proposes
- monte carlo simulation
- evaluation method
- sensitivity analysis
- test data
- similarity measure
- maximum likelihood estimation
- regression analysis
- prediction model
- prior information
- parameter estimation
- clustering method
- tree structure
- linear model
- cost function
- recognition algorithm
- detection method
- kalman filter
- computational model
- classification method
- classification algorithm
- optimization method
- optimization model
- pairwise
- estimation algorithm
- hybrid model
- dynamic programming
- bp neural network
- parameter space
- theoretical analysis
- probability distribution
- bayesian framework
- parametric models
- em algorithm
- expectation maximization
- high order
- input data