"Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks" . . "2" . "[2BCC84D30DFF]" . "12"^^ . . . "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." . . . "K\u016Frkov\u00E1, V\u011Bra" . "Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks"@en . . . "Sanguineti, M." . . "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."@en . . "RIV/67985807:_____/12:00368521!RIV12-AV0-67985807" . "dictionary-based computational models; high-dimensional approximation and optimization; model complexity; polynomial upper bounds"@en . . . "IEEE Transactions on Information Theory" . "58" . . . "3"^^ . "Kainen, P. C." . "US - Spojen\u00E9 st\u00E1ty americk\u00E9" . "000300246900047" . "1"^^ . "Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks" . "RIV/67985807:_____/12:00368521" . . "0018-9448" . . "Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks"@en . . "10.1109/TIT.2011.2169531" . . "130097" . "P(GA201/08/1744), P(GAP202/11/1368), P(ME10023), Z(AV0Z10300504)" . . . . .