SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity.
Luca AmbrogioniPatrick EbelMax HinneUmut GüçlüMarcel van GervenEric MarisPublished in: AISTATS (2019)
Keyphrases
- bayesian inference
- spike trains
- neuronal networks
- hierarchical bayesian
- statistical inference
- probabilistic model
- prior information
- hyperparameters
- spiking neurons
- variational inference
- bayesian model
- variational bayes
- action potentials
- weighted model counting
- hidden variables
- probabilistic modeling
- gibbs sampler
- support vector
- data sets
- particle filter
- image segmentation