### Abstract

The system composed of various implication-based neurofuzzy networks in one parallel structure is proposed in this paper. Different phases of data processing are distinguished, i.e. learning, testing, and problem solving. A competetive learning of the neuro-fuzzy networks is employed. This learning method refers to the first layer, which is the same in every network. The system with fuzzy parameters of membership functions is also considered. In this case, the neuro-fuzzy architectures may be viewed as fuzzy inference neural networks with fuzzy parameters, and treated analogously to fuzzy neural networks.

Original language | English |
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Title of host publication | Parallel Processing and Applied Mathematics - 4th International Conference, PPAM 2001, Revised Papers |

Editors | Jerzy Wasniewski, Roman Wyrzykowski, Jack Dongarra, Marcin Paprzycki |

Publisher | Springer Verlag |

Pages | 599-607 |

Number of pages | 9 |

ISBN (Print) | 9783540437925 |

Publication status | Published - 1 Jan 2002 |

Event | 4th International Conference on Parallel Processing and Applied Mathematics, PPAM 2001 - Naleczow, Poland Duration: 9 Sep 2001 → 12 Sep 2001 |

### Publication series

Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Volume | 2328 |

ISSN (Print) | 0302-9743 |

ISSN (Electronic) | 1611-3349 |

### Conference

Conference | 4th International Conference on Parallel Processing and Applied Mathematics, PPAM 2001 |
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Country | Poland |

City | Naleczow |

Period | 9/09/01 → 12/09/01 |

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## Cite this

Rutkowska, D., Nowicki, R., & Hayashi, Y. (2002). Parallel processing by implication-based neuro-fuzzy systems. In J. Wasniewski, R. Wyrzykowski, J. Dongarra, & M. Paprzycki (Eds.),

*Parallel Processing and Applied Mathematics - 4th International Conference, PPAM 2001, Revised Papers*(pp. 599-607). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2328). Springer Verlag.