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https://hdl.handle.net/10356/3419| Title: | Pruning methods for RBF networks | Authors: | Tarannum Shakir. | Keywords: | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems | Issue Date: | 2003 | Abstract: | Our objective is to a) Perform an Analysis of the existent Minimum Resource Allocation Network algorithm, which uses the output for pruning (Normalized Output Based) b) Create a Modified Algorithm for pruning (Normalized Sigma Based) c) Perform an Analysis of the newly developed algorithm d) Experimentally decide on a suitable pruning threshold value for the Modified algorithm e) Perform a Comparative Analysis of MRAN under the two pruning algorithms | URI: | http://hdl.handle.net/10356/3419 | Schools: | School of Electrical and Electronic Engineering | Rights: | Nanyang Technological University | Fulltext Permission: | restricted | Fulltext Availability: | With Fulltext |
| Appears in Collections: | EEE Theses |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| EEE-THESES_1283.pdf Restricted Access | 7.92 MB | Adobe PDF | View/Open |
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