fXOR fuzzy logic networks

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]n

• Type: Journal
• Year: 2002
• Where: SOCO
• Authors: Witold Pedrycz, Giancarlo Succi
• Keywords: Fuzzy Functions, Fuzzy Neural Networks, Fuzzy Neurons, SOCO 2002, Software Engineering