Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F12%3A00368521" target="_blank" >RIV/67985807:_____/12:00368521 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/TIT.2011.2169531" target="_blank" >http://dx.doi.org/10.1109/TIT.2011.2169531</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TIT.2011.2169531" target="_blank" >10.1109/TIT.2011.2169531</a>
Alternative languages
Result language
angličtina
Original language name
Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks
Original language description
The role of input dimension is studied in approximating, in various norms, target sets of d-variable functions using linear combinations of adjustable computational units. Results are applied to approximation and solution of optimization problems by neural networks with perceptron and Gaussian radial computational units.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Information Theory
ISSN
0018-9448
e-ISSN
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Volume of the periodical
58
Issue of the periodical within the volume
2
Country of publishing house
US - UNITED STATES
Number of pages
12
Pages from-to
1203-1214
UT code for WoS article
000300246900047
EID of the result in the Scopus database
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