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Statements

Subject Item
n2:RIV%2F67985807%3A_____%2F12%3A00368521%21RIV12-AV0-67985807
rdf:type
n10:Vysledek skos:Concept
dcterms: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. 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.
dcterms:title
Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks
skos:prefLabel
Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks
skos:notation
RIV/67985807:_____/12:00368521!RIV12-AV0-67985807
n10:predkladatel
n11:ico%3A67985807
n4:aktivita
n12:P n12:Z
n4:aktivity
P(GA201/08/1744), P(GAP202/11/1368), P(ME10023), Z(AV0Z10300504)
n4:cisloPeriodika
2
n4:dodaniDat
n9:2012
n4:domaciTvurceVysledku
n19:9769439
n4:druhVysledku
n7:J
n4:duvernostUdaju
n14:S
n4:entitaPredkladatele
n17:predkladatel
n4:idSjednocenehoVysledku
130097
n4:idVysledku
RIV/67985807:_____/12:00368521
n4:jazykVysledku
n20:eng
n4:klicovaSlova
dictionary-based computational models; high-dimensional approximation and optimization; model complexity; polynomial upper bounds
n4:klicoveSlovo
n5:high-dimensional%20approximation%20and%20optimization n5:dictionary-based%20computational%20models n5:model%20complexity n5:polynomial%20upper%20bounds
n4:kodStatuVydavatele
US - Spojené státy americké
n4:kontrolniKodProRIV
[2BCC84D30DFF]
n4:nazevZdroje
IEEE Transactions on Information Theory
n4:obor
n15:IN
n4:pocetDomacichTvurcuVysledku
1
n4:pocetTvurcuVysledku
3
n4:projekt
n16:GA201%2F08%2F1744 n16:ME10023 n16:GAP202%2F11%2F1368
n4:rokUplatneniVysledku
n9:2012
n4:svazekPeriodika
58
n4:tvurceVysledku
Kůrková, Věra Sanguineti, M. Kainen, P. C.
n4:wos
000300246900047
n4:zamer
n13:AV0Z10300504
s:issn
0018-9448
s:numberOfPages
12
n18:doi
10.1109/TIT.2011.2169531