Analysis and implementation of minimal resource allocation networks (MRAN) for real-time applications

Analysis and implementation of minimal resource allocation networks (MRAN) for real-time applications

This thesis presents the theoretical and experimental analysis of computational complexity and performance evaluation of minimal resources allocation network (MRAN) from a real-time implementation perspective. MRAN is a sequential learning network and has the same structure as a radial basis functio...

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Bibliographic Details
Main Author: Tan, Kok Leong.
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/10356/3375
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Institution: Nanyang Technological University
Description
Summary:This thesis presents the theoretical and experimental analysis of computational complexity and performance evaluation of minimal resources allocation network (MRAN) from a real-time implementation perspective. MRAN is a sequential learning network and has the same structure as a radial basis function (RBF) network.

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