Transfer-RLS method and transfer-FORCE learning for simple and fast training of reservoir computing models.
Hiroto TamuraGouhei TanakaPublished in: Neural Networks (2021)
Keyphrases
- prior knowledge
- learning speed
- prediction model
- probabilistic model
- learned models
- knowledge transfer
- online learning
- neural nets
- training process
- parameter estimation
- unsupervised learning
- model selection
- learning process
- pairwise
- minimum error rate
- previously learned
- learning stage
- machine learning algorithms
- learning algorithm
- learning models
- neural network
- supervised learning
- training algorithm
- cross domain
- structured prediction
- radial basis function network
- least squares
- artificial neural networks
- reinforcement learning
- similarity measure