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Fuzzy Neuroidal Nets and Recurrent Fuzzy Computations

  1. 1.
    0404508 - UIVT-O 20010211 RIV CZ eng J - Článek v odborném periodiku
    Wiedermann, Jiří
    Fuzzy Neuroidal Nets and Recurrent Fuzzy Computations.
    Neural Network World. Roč. 11, č. 6 (2001), s. 675-686. ISSN 1210-0552.
    [SOFSEM 2001 Workshop on Soft Computing. Piešťany, 29.11.2001-30.11.2001]
    Grant CEP: GA ČR GA201/00/1489; GA AV ČR KSK1019101
    Výzkumný záměr: AV0Z1030915
    Klíčová slova: fuzzy computing * fuzzy neural nets * fuzzy Turing machines * non-uniform computational complexity
    Kód oboru RIV: BA - Obecná matematika

    We define fuzzy neuroidal nets in a way that enables to relate their computations to computations of fuzzy Turing machines. Namely, we show that the polynomially space-bounded computations of fuzzy Turing machines with a polynomial advice function are equivalent to the computations of a polynomially-sized family of fuzzy neuroidal nets. The same holds for fuzzy neural nets which are a special case of fuzzy neuroidal nets.
    Trvalý link: http://hdl.handle.net/11104/0003449