Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits.
Laure BuhryFilippo GrassiaAudrey GiremusÉric GrivelSylvie RenaudSylvain SaïghiPublished in: Neural Comput. (2011)
Keyphrases
- parameter estimation
- em algorithm
- differential evolution algorithm
- parameter values
- markov random field
- model fitting
- random fields
- integrated circuit
- least squares
- model selection
- expectation maximization
- experimental data
- probabilistic model
- control system
- parameter estimation algorithm
- random variables
- optimization model
- parameter estimates
- optimization process
- differential evolution
- genetic algorithm
- probability distribution
- objective function