Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models.
Jeffrey M. BeckKatherine A. HellerAlexandre PougetPublished in: NIPS (2012)
Keyphrases
- topic models
- latent dirichlet allocation
- gibbs sampling
- probabilistic model
- topic modeling
- generative process
- generative model
- variational inference
- collapsed gibbs sampling
- bayesian networks
- variational bayesian inference
- belief networks
- bayesian inference
- text documents
- text mining
- probabilistic inference
- latent topic models
- em algorithm
- probabilistic topic models
- dynamic bayesian networks
- text corpora
- latent topics
- factor graphs
- image classification
- semi supervised
- data mining