Pruning and regularization in reservoir computing.
Xavier DutoitBenjamin SchrauwenJan Van CampenhoutDirk StroobandtHendrik Van BrusselMarnix NuttinPublished in: Neurocomputing (2009)
Keyphrases
- reservoir computing
- recurrent neural networks
- pruning method
- neural network
- search space
- tree pruning
- pruning algorithm
- regularization parameter
- pruning methods
- machine learning
- prior information
- parameter selection
- level set
- database
- semi supervised
- regularization term
- inverse problems
- artificial neural networks
- regularization method
- pairwise
- optimal solution
- training data
- effective pruning
- projection operator
- information systems