Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference.
Cole L. HurwitzKai XuAkash SrivastavaAlessio Paolo BuccinoMatthias H. HennigPublished in: NeurIPS (2019)
Keyphrases
- source localization
- variational inference
- bayesian inference
- posterior distribution
- variational methods
- gaussian process
- topic models
- probabilistic model
- latent dirichlet allocation
- wireless sensor networks
- probabilistic graphical models
- mixture model
- closed form
- worst case
- exponential family
- exact inference
- approximate inference
- sound source
- optic flow
- latent variables
- graphical models
- factor graphs
- image sequences
- probability distribution
- model selection
- data analysis
- maximum likelihood
- probabilistic inference
- conditional random fields
- parameter estimation