Accurate Connection Strength Estimation Based on Variational Bayes for Detecting Synaptic Plasticity.
Takuya IsomuraYutaro OgawaKiyoshi KotaniYasuhiko JimboPublished in: Neural Comput. (2015)
Keyphrases
- variational bayes
- synaptic plasticity
- latent variables
- bayesian inference
- bayesian learning
- hyperparameters
- free energy
- gaussian mixture model
- exponential family
- latent dirichlet allocation
- parameter estimation
- model selection
- neural network
- posterior distribution
- mixture model
- log likelihood
- spiking neural networks
- maximum likelihood
- image processing