Pruning and Regularisation in Reservoir Computing: a First Insight.
Xavier DutoitBenjamin SchrauwenJan M. Van CampenhoutDirk StroobandtHendrik Van BrusselMarnix NuttinPublished in: ESANN (2008)
Keyphrases
- reservoir computing
- recurrent neural networks
- search space
- pruning method
- model selection
- tree pruning
- feed forward
- special case
- avoid overfitting
- pruning methods
- markov random field
- machine learning
- artificial neural networks
- multiscale
- database systems
- knowledge base
- feature selection
- information systems
- artificial intelligence