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Paper details
Number 4 - December 2000
Volume 10 - 2000
Implication-based neuro-fuzzy architectures
Danuta Rutkowska, Robert Nowicki
Abstract
This paper presents connectionist multi-layer architectures of neuro-fuzzy systems based on various fuzzy implications. The well-known Mamdani approach (constructive) and the logical approach (destructive) are considered. Two kinds of architectures, a simpler and a more general one, are distinguished. Examples of application to classification and control problems are provided.
Keywords
neuro-fuzzy systems, fuzzy implications, fuzzy inference, Mamdani approach, logical approach, connectionist architectures