fXOR fuzzy logic networks
نویسندگان
چکیده
The study introduces a new class of fuzzy neurons and fuzzy neural networks exploiting a model of a generalized 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, say [0,1] [0,1]. Some underlying properties of the fXOR neurons are discussed and a detailed learning algorithm is given along with a number of illustrative numeric examples.
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ورودعنوان ژورنال:
- Soft Comput.
دوره 7 شماره
صفحات -
تاریخ انتشار 2002