A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm.
Shin KamadaTakumi IchimuraPublished in: ICONIP (4) (2016)
Keyphrases
- dynamic programming
- structural learning
- segmentation algorithm
- k means
- convergence rate
- learning algorithm
- support vector machine svm
- probabilistic model
- similarity measure
- em algorithm
- parameter estimation
- neural network
- segmentation method
- prior information
- restricted boltzmann machine
- energy function
- prior knowledge
- bayesian networks
- probabilistic inference
- neural nets
- bayesian framework
- closed form
- expectation maximization
- upper bound