Fuzzy neural network interface : development and application : a thesis presented in partial fulfilment of the requirements for the degree of Master of Engineering in Information Engineering at Massey University, Palmerston North, New Zealand
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Date
2003
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Massey University
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Abstract
This project is concerned with the development and application of an interface for a fuzzy neural network (FuNN). The original program, for which the interface was written, is a tool to research the mapping of problem knowledge to initialize the weights of a FuNN. The interface concentrates on allowing the user to efficiently manipulate network settings and to be able to easily perform large numbers of experiments. After the interface was completed, the new integrated application was used to investigate the use of problem knowledge on FuNN training in specific image processing problems.
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Keywords
User interfaces, Fuzzy systems, Neural networks, Image processing, Pollen identification, Computer systems, Computer programs