SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks.
Timoleon MoraitisDmitry ToichkinAdrien JournéYansong ChuaQinghai GuoPublished in: Neuromorph. Comput. Eng. (2022)
Keyphrases
- bayesian inference
- probabilistic model
- hyperparameters
- competitive learning
- prior information
- statistical inference
- bayesian model
- unsupervised learning
- weighted model counting
- learning rules
- variational bayes
- variational inference
- neural network
- supervised learning
- hidden variables
- network structure
- prior distribution
- gibbs sampler
- hierarchical bayesian
- search algorithm
- probabilistic modeling
- semi supervised
- state space
- hebbian learning