Pruning methods for RBF networks.
Date of Issue2003
School of Electrical and Electronic Engineering
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
DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Nanyang Technological University