Optimal control methods for nonlinear parameter estimation in biophysical neuron models.
Nirag KadakiaPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- parameter estimation
- statistical models
- optimal control
- maximum likelihood
- estimation problems
- least squares
- model selection
- control problems
- markov random field
- random fields
- class of nonlinear systems
- neural network
- parameter estimation algorithm
- em algorithm
- probabilistic model
- computer vision
- dynamical systems
- mathematical model
- approximate inference
- model fitting
- linear models
- adaptive control
- high dimensional
- lyapunov function
- data mining