A novel method for speed training acceleration of recurrent neural networks.
Jaroslaw BilskiLeszek RutkowskiJacek SmolagDacheng TaoPublished in: Inf. Sci. (2021)
Keyphrases
- recurrent neural networks
- high accuracy
- training samples
- cross validation
- echo state networks
- significant improvement
- model selection
- neural network
- detection method
- recurrent networks
- expert systems
- clustering method
- training process
- convergence rate
- bayesian framework
- basis functions
- supervised learning
- probabilistic model
- objective function
- knowledge base