Bayesian Inference of Synaptic Quantal Parameters from Correlated Vesicle Release.
Alexander BirdMark J. WallMagnus J. E. RichardsonPublished in: Frontiers Comput. Neurosci. (2016)
Keyphrases
- bayesian inference
- hyperparameters
- prior distribution
- probabilistic model
- prior information
- variational bayes
- statistical inference
- bayesian model
- hierarchical bayesian
- maximum likelihood
- weighted model counting
- gaussian process
- bayesian methods
- variational inference
- variational approximation
- parameter settings
- expectation maximization
- particle filter
- gibbs sampler
- markov chain monte carlo
- hidden variables
- expectation propagation
- posterior distribution
- feed forward
- parameter estimation
- least squares