Object
Title: Analog neural networks for solving in real-time linear inverse and total least squares problems
Contributor:
Korbicz, Józef - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
A class of simplified low-cost artificial neural networks with on-line adaptive learning algorithms are discussed for solving large system of algebraic equations and related problems in real-time. The proposed learning algorithms for Least Squares (LS), Total Least Squares (TLS) and Data Least Squares (DLS) problems can be considered as an extension and generalization of the well known Least Mean Squares (LMS) and Kaczmarz algorithms. ; A generalized maximum entropy and minimum "p-norm" criteria are used as a principle for reconstructing images "and/or" signals from noisy and incomplete projection data. The inverse problem is reformulated as a suitable optimization problem and solved by a unified neural network.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 5, number 1 (1995) ; click here to follow the link
Language:
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)
- 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) (1995)
Last modified:
Sep 2, 2021
In our library since:
Aug 17, 2020
Number of object content hits:
47
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/64035
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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 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 5, number 1 (1995)
- Controllability and minimum energy control of 2-D continuous-discrete linear systems
- Multidimensional spectral factorization through the reduction method of multidimensional polynomial factorization
- Determination of the stability of a non-linear ordinary differential equation by least square approximation. Computational procedure
- Analysis and application of output robustness for non-linear systems
- Compensator design for the Kirchoff plate model with boundary control
- Throughflow of a Bingham fluid in a slot between rotating surfaces of revolution
- Analog neural networks for solving in real-time linear inverse and total least squares problems
- Operational rate distortion theory
- Spurious Galois fields
- Structuring the message-passing channels
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 5, number 2 (1995)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 5, number 3 (1995)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 5, number 4 (1995)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 5, number 1 (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 1 (1991)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 24 (2014)
| Edition name | Date |
|---|---|
| Analog neural networks for solving in real-time linear inverse and total least squares problems | Sep 2, 2021 |
