Numerical analysis near singularities in RBF networks
The existence of singularities often affects the learning dynamics in feedforward neural networks. In this paper, based on theoretical analysis results, we numerically analyze the learning dynamics of radial basis function (RBF) networks near singularities to understand to what extent singularities...
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| Main Authors: | , , , , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2018
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/89770 http://hdl.handle.net/10220/46400 http://www.jmlr.org/papers/volume19/16-210/16-210.pdf |
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| Institution: | Nanyang Technological University |
| Language: | English |