Time series forecasting using a deep belief network with restricted Boltzmann machines.
Takashi KuremotoShinsuke KimuraKunikazu KobayashiMasanao ObayashiPublished in: Neurocomputing (2014)
Keyphrases
- deep belief networks
- restricted boltzmann machine
- deep learning
- unsupervised learning
- artificial neural networks
- probabilistic model
- conditional random fields
- hierarchical models
- probabilistic graphical models
- learning algorithm
- generative model
- sparse coding
- hidden layer
- machine learning
- graphical models
- transfer learning
- semi supervised
- approximate inference
- radial basis function
- rbf neural network
- gaussian process
- hierarchical model
- em algorithm
- information extraction
- object recognition
- training data
- supervised learning