Optimal parameter estimation of the Izhikevich single neuron model using experimental inter-spike interval (ISI) data.
Gautam KumarVikram AggarwalNitish V. ThakorMarc H. SchieberMayuresh V. KotharePublished in: ACC (2010)
Keyphrases
- parameter estimation
- experimental data
- parameter estimates
- probability distribution
- parameter values
- em algorithm
- random fields
- prior knowledge
- parameter estimation algorithm
- least squares
- autoregressive
- neural network
- maximum likelihood
- input space
- markov random field
- model fitting
- fuzzy logic
- model selection
- expectation maximization
- mathematical model
- closed form
- neural network model