Parallel processing by implication-based neuro-fuzzy systems

Danuta Rutkowska, Robert Nowicki, Yoichi Hayashi

研究成果: Conference contribution

3 引用 (Scopus)

抜粋

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.

元の言語English
ホスト出版物のタイトルParallel Processing and Applied Mathematics - 4th International Conference, PPAM 2001, Revised Papers
編集者Jerzy Wasniewski, Roman Wyrzykowski, Jack Dongarra, Marcin Paprzycki
出版者Springer Verlag
ページ599-607
ページ数9
ISBN(印刷物)9783540437925
出版物ステータスPublished - 1 1 2002
イベント4th International Conference on Parallel Processing and Applied Mathematics, PPAM 2001 - Naleczow, Poland
継続期間: 9 9 200112 9 2001

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2328
ISSN(印刷物)0302-9743
ISSN(電子版)1611-3349

Conference

Conference4th International Conference on Parallel Processing and Applied Mathematics, PPAM 2001
Poland
Naleczow
期間9/09/0112/09/01

フィンガープリント Parallel processing by implication-based neuro-fuzzy systems' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Rutkowska, D., Nowicki, R., & Hayashi, Y. (2002). Parallel processing by implication-based neuro-fuzzy systems. : J. Wasniewski, R. Wyrzykowski, J. Dongarra, & M. Paprzycki (版), 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); 巻数 2328). Springer Verlag.