Pruning methods for RBF networks

Pruning methods for RBF networks

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) Ex...

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Bibliographic Details
Main Author: Tarannum Shakir.
Other Authors: Saratchandran, Paramasivan
Format: Theses and Dissertations
Published: 2008
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Online Access:http://hdl.handle.net/10356/3419
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Institution: Nanyang Technological University
Description
Summary: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

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