Knowledge-based neurocomputing : a fuzzy logic approach
In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural...
Guardado en:
| Autores principales: | , |
|---|---|
| Formato: | Livre numérique |
| Lenguaje: | Anglais |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edición: | 1st ed. 2009. |
| Colección: | Studies in Fuzziness and Soft Computing
234 |
| Acceso en línea: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Knowledge-Based Neurocomputing: A Fuzzy Logic Approach, Texte imprimé, 9783540880769 • Knowledge-Based Neurocomputing: A Fuzzy Logic Approach, Texte imprimé, 9783642099854 • Knowledge-Based Neurocomputing: A Fuzzy Logic Approach, Texte imprimé, 9783540881759 |
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| 100 | 1 | |a Kolman, Eyal. | |
| 245 | 1 | 0 | |a Knowledge-based neurocomputing : |b a fuzzy logic approach |c by Eyal Kolman, Michael Margaliot. |
| 250 | |a 1st ed. 2009. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Fuzziness and Soft Computing |v 234 |x 1860-0808 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a The FARB The FARB ANN Equivalence Rule Simplification Knowledge Extraction Using the FARB Knowledge-Based Design of ANNs Conclusions and Future Research | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural network. Conversely, every standard artificial neural network has an equivalent FARB. The FARB-ANN equivalence integrates the merits of symbolic fuzzy rule-bases and sub-symbolic artificial neural networks, and yields a new approach for knowledge-based neurocomputing in artificial neural networks | ||
| 700 | 1 | |a Margaliot, Michael. |4 aut | |
| 776 | 0 | |t Knowledge-Based Neurocomputing: A Fuzzy Logic Approach |b Texte imprimé |z 9783540880769 | |
| 776 | 0 | |t Knowledge-Based Neurocomputing: A Fuzzy Logic Approach |b Texte imprimé |z 9783642099854 | |
| 776 | 0 | |t Knowledge-Based Neurocomputing: A Fuzzy Logic Approach |b Texte imprimé |z 9783540881759 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-540-88077-6 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-L9WGHQD7-4 |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:747851387 |u https://ezproxy.univ-orleans.fr/login?url=https://dx.doi.org/10.1007/978-3-540-88077-6 |z Accès Université d'Orléans | |
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