Object
Title: Self-programming of neural networks for indexing and function approximation tasks
Contributor:
Korbicz, Józef - 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:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS)
- Digital Library of Zielona Góra > 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:
Sep 1, 2021
In our library since:
Jul 6, 2020
Number of object content hits:
55
All available object's versions:
https://zbc.uz.zgora.pl/publication/63789
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International Journal of Applied Mathematics and Computer Science (AMCS)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25 (2015)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 24 (2014)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 23 (2013)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 22 (2012)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 21 (2011)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20 (2010)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 19 (2009)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 18 (2008)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 17 (2007)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 16 (2006)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 15 (2005)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 13 (2003)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 12 (2002)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 11 (2001)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 10 (2000)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 9 (1999)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 8 (1998)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 7 (1997)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 6 (1996)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 5 (1995)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 4 (1994)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 3 (1993)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2 (1992)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2, number 1 (1992)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2, number 2 (1992)
- Analytical models for file transfers in packet-switched computer networks
- Dynamic slicing of distributed programs
- Temporal logic as a tool for program correctness analysis
- Approximation of a mean time of the slot transfer in the Cambridge ring
- Self-programming of neural networks for indexing and function approximation tasks
- Bounded input bounded output stabilization of nonlinear systems using state detectors
- Some control problems related to optimal chemotherapy-singular solutions
- Numerical analysis of forced-convection heat transfer in radioelectronic device channel
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2, number 1 (1992)
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International Journal of Applied Mathematics and Computer Science (AMCS),volume 1 (1991)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
| Edition name | Date |
|---|---|
| Self-programming of neural networks for indexing and function approximation tasks | Sep 1, 2021 |
