Estimating Parameters of Generalized Integrate-and-Fire Neurons from the Maximum Likelihood of Spike Trains.
Yi DongStefan MihalasAlexander F. RussellRalph Etienne-CummingsErnst NieburPublished in: Neural Comput. (2011)
Keyphrases
- maximum likelihood
- spike trains
- parameter estimation
- single neuron
- expectation maximization
- likelihood function
- spiking neurons
- maximum likelihood estimation
- neural network
- em algorithm
- computational neuroscience
- maximum likelihood estimates
- visual information processing
- maximum a posteriori
- maximum likelihood estimator
- visual cortex
- computer vision