Network Plasticity as Bayesian Inference.
David KappelStefan HabenschussRobert LegensteinWolfgang MaassPublished in: PLoS Comput. Biol. (2015)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- bayesian model
- hyperparameters
- variational bayes
- particle filter
- statistical inference
- weighted model counting
- hierarchical bayesian
- neural network
- data sets
- biologically inspired
- network structure
- variational inference
- spiking neural networks
- gibbs sampler
- markov networks
- markov chain monte carlo
- maximum likelihood
- probabilistic modeling
- artificial neural networks
- bayesian models
- bayesian networks