Global parameter estimation of an Hodgkin-Huxley formalism using membrane voltage recordings: Application to neuro-mimetic analog integrated circuits.
Laure BuhryMichele PaceSylvain SaïghiPublished in: Neurocomputing (2012)
Keyphrases
- parameter estimation
- integrated circuit
- model selection
- statistical models
- maximum likelihood
- least squares
- em algorithm
- random fields
- markov random field
- approximate inference
- maximum likelihood estimation
- parameter values
- parameter estimation algorithm
- parameters estimation
- power system
- expectation maximization
- experimental data
- model fitting
- three dimensional
- similarity measure