Raport Badawczy = Research Report ; RB/55/2001
Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
14 pages ; 21 cm ; Bibliography p. 14
The study introduces a new class of fuzzy neurons and fuzzy neural networks exploiting a model of a generalizd multivalued exclusive-OR (XOR) operation. The proposed neural architecture is useful in an algebraic representation (description) of fuzzy functions regarded as mappings between unit hypercubes. Some underying properties of the fXOR neurons are discussed and a detailed learning algorithm is given along with a number of illustrative numeric examples.
Raport Badawczy = Research Report
Creative Commons Attribution BY 4.0 license
Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Systems Research Institute of the Polish Academy of Sciences
Library of Systems Research Institute PAS
19 paź 2021
30 cze 2020
183
https://rcin.org.pl./publication/162645
Nazwa wydania | Data |
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RB-2001-55 : Pedrycz Witold, Succi Giancarlo : fXOR fuzzy logic networks | 19 paź 2021 |
Pedrycz, Witold (1953– ) Succi, Giancarlo
Pedrycz, Witold (1953– ) Shai, Ofer Succi, Giancarlo
Kacprzyk, Janusz (1947– ) Wilbik, Anna
Kacprzyk, Janusz (1947– ) Wilbik, Anna
Kulczycki, Piotr Waglowski, Jacek
Oh, Sung-Kwun Pedrycz, Witold (1953– )