Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Model.
Jonathan W. PillowLiam PaninskiEero P. SimoncelliPublished in: NIPS (2003)
Keyphrases
- maximum likelihood estimation
- neural model
- em algorithm
- maximum likelihood
- neural network
- recurrent neural networks
- neural models
- parameter estimation
- control scheme
- probability distribution
- expectation maximization
- multivariate gaussian
- density function
- mixture model
- simulated annealing
- multi layer perceptron
- real time
- markov random field
- bayesian networks
- similarity measure