Using the correlation criterion to position and shape RBF units for incremental modelling
A novel technique is proposed for the incremental construction of sparse radial basis function (RBF) networks. The correlation between a RBF regressor and the training data is used as the criterion to position and shape the RBF node, and it is shown that this is equivalent to incrementally minimise...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
2006-10.
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| Subjects: | |
| Online Access: | Get fulltext |