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Fuzzy Neuroidal Nets and Recurrent Fuzzy Computations
- 1.0404508 - UIVT-O 20010211 RIV CZ eng J - Journal Article
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]
R&D Projects: GA ČR GA201/00/1489; GA AV ČR KSK1019101
Institutional research plan: AV0Z1030915
Keywords : fuzzy computing * fuzzy neural nets * fuzzy Turing machines * non-uniform computational complexity
Subject RIV: BA - General Mathematics
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.
Permanent Link: http://hdl.handle.net/11104/0003449
Number of the records: 1