Pruning methods for RBF networks.
Tarannum Shakir. · DR-NTU (Nanyang Technological University) · 2003
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