Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: Self-programming of neural networks for indexing and function approximation tasks
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
The problem of non-iterative mapping of stimulus-response associations directly onto an association matrix is addressed in this paper. The procedures presented are designed for the calculation of connection weights in multilayer, feedforward neural networks. Two distinct situations from the standpoint of object separability are analyzed in more detail. ; The first can be defined in the context of content addressable memories, where the network performs essentially indexing or classification tasks. The properties of the self-programming procedure are illustrated using a character recognition network as an example with the intermediate layer of dipoles incorporated into the network architecture. The second situation relates to cases where the approximation capabilities of a single output network are of principal importance.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 2, number 2 (1992) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1992)
Last modified:
Jul 14, 2025
In our library since:
Jul 6, 2020
Number of object content hits:
168
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/63789
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| Edition name | Date |
|---|---|
| Self-programming of neural networks for indexing and function approximation tasks | Jul 14, 2025 |
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