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Fusion technology of fuzzy theory and neural networks : Survey and future directions

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概要 This paper describes the trend and research directions for future development of technology to fuse the neural network theory and fuzzy logic. Following to background, section 2 describes two possible... fusing methods. One of which is a method by which individual merits are combined, and another is a method by which analogies between these are superposed. Section 3 introduces a report on the current status of fusion study. Author analyze them and divide into (1) initial state, (2) determination of membership function, (3) knowledge acquisition or knowledge expression, (4) fuzzy cognitive map etc., (5) clustering and pattern recognition, (6) serial connection of NN and fuzzy processing, and (7) other states. On the bases of these studies, section 4 describes the future prospects and proposals of the author.続きを見る

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登録日 2021.06.25
更新日 2021.08.27