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We chronicle the research on the fusion technology of neural networks and fuzzy systems (NN+FS), the models that have been proposed from this research, and the commercial products and industrial systems that have adopted these models. First, we review the NN+FS research activity during the early stages of their development in Japan, the US, and Europe. Next, following the classifi- cation of NN+FS models, we show the ease of fusing these technologies based on the similarities of the data flow network structures and the non-linearity realization strategies of NNs and FSs. Then, we describe several models and applications of NN+FS. Finally, we introduce some important and recently developed NN+FS patents.
Rocznik
Tom
Strony
647--673
Opis fizyczny
Bibliogr. 87 poz., rys., tab., wykr.
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autor
- Kyushu Institute of Design, 4-9-1, Shiobaru Minami-ku, Fukuoka, 815-8540 Japan, takagi@kyushu-id.ac.jp
Bibliografia
Typ dokumentu
Bibliografia
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bwmeta1.element.baztech-article-BPZ1-0014-0035