Neural nets : a theory for brains and machines
The purpose of this book is to develop neural nets as a strong theory for both brains and machines. The theory is developed in close correlation with the biology of the neuron and the properties of human reasoning. This approach implies the following: - Updating the biology of the artificialneuron....
Enregistré dans:
| Auteur principal: | |
|---|---|
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Collection: | Lecture notes in computer science. Lecture notes in artificial intelligence
638 |
| Sujets: | |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Neural nets, a theory for brains and machines, A.F. Rocha, Berlin, Springer-Verlag, 1992, 1 vol. (XV-393 p.), Lecture notes in computer science, 3-540-55949-3 • Neural Nets, Texte imprimé, 9783662209813 |
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| 100 | 1 | |a Rocha, Armando Freitas da. | |
| 245 | 1 | 0 | |a Neural nets : |b a theory for brains and machines |c A. F. Rocha. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science. Lecture notes in artificial intelligence |v 638 |x 1611-3349 |x 2945-9141 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a The neuron -- The synapsis electrical properties -- The synapsis the chemical processing -- Learning -- Investigating expertise -- Modular nets -- NEXTOOL: A MPNN classifying system -- JARGON a neural environment for language processing -- SMART KARDS (c): Object oriented MPNN environment -- Fuzzy sets and fuzzy logic. | |
| 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 The purpose of this book is to develop neural nets as a strong theory for both brains and machines. The theory is developed in close correlation with the biology of the neuron and the properties of human reasoning. This approach implies the following: - Updating the biology of the artificialneuron. The neurosciences have experienced a tremendous development in the last 50 years. One of the main purposes of the present work is toincorporate this knowledge into a strong model of the artificial neuron. Particular attention is devoted to formalizing the complex chemical processes at the synaptic level. This formal language supports both symbolicreasoning and uncertainty processing. - Investigating the properties of expert reasoning. This kind of reasoning is approximate, partial and non-monotonic, and therefore requires special mathematical tools for its formalization, such as fuzzy set theory and fuzzy logic. Three different intelligent systems developed with this technology are presented and discussed. | ||
| 650 | |a Informatique | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Réseaux neuronaux (physiologie) | ||
| 650 | |a Réseaux neuronaux (informatique) | ||
| 650 | |a Biophysique | ||
| 650 | |a Philosophie et neurosciences | ||
| 650 | |a Biologie |x Informatique | ||
| 776 | 0 | |0 014871173 |t Neural nets |o a theory for brains and machines |f A.F. Rocha |c Berlin |n Springer-Verlag |d 1992 |p 1 vol. (XV-393 p.) |s Lecture notes in computer science |z 3-540-55949-3 | |
| 776 | 0 | |t Neural Nets |b Texte imprimé |z 9783662209813 | |
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