[A method for creating fuzzy neural-network models using the MATLAB package for biomedical applications].
Problems of MATLAB-based simulation of hybrid neural networks for data classification in biomedical applications are considered. The neural-network structure is used as a defuzzifier. Graphic interfaces for constructing fuzzy neural-network models are suggested. Methods for merging models constructed using different MATLAB packages and an algorithm for constructing a fuzzy neural-network model are suggested. The algorithm includes both modules for tuning membership functions of the fuzzy system fuzzifier, and modules for tuning the parameters of the defuzzifier implemented as a two-layer neural-network structure of the perceptron type.
Zhilin
V V
VV
Filist
S A
SA
Rakhim
Khaled Abdul
KA
Shatalova
O V
OV
D000465:Algorithms; D017143:Fuzzy Logic; D016571:Neural Networks, Computer