Search results
- 1.0368521 - ÚI 2012 RIV US eng J - Journal Article
Kainen, P.C. - Kůrková, Věra - Sanguineti, M.
Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks.
IEEE Transactions on Information Theory. Roč. 58, č. 2 (2012), s. 1203-1214. ISSN 0018-9448. E-ISSN 1557-9654
R&D Projects: GA MŠMT(CZ) ME10023; GA ČR GA201/08/1744; GA ČR GAP202/11/1368
Grant - others:CNR-AV ČR(CZ-IT) Project 2010–2012 Complexity of Neural-Network and Kernel Computational Models
Institutional research plan: CEZ:AV0Z10300504
Keywords : dictionary-based computational models * high-dimensional approximation and optimization * model complexity * polynomial upper bounds
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.621, year: 2012
Permanent Link: http://hdl.handle.net/11104/0202846 - 2.0350421 - ÚI 2011 RIV GB eng J - Journal Article
Gnecco, G. - Kůrková, Věra - Sanguineti, M.
Some Comparisons of Complexity in Dictionary-Based and Linear Computational Models.
Neural Networks. Roč. 24, č. 2 (2011), s. 171-182. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA ČR GA201/08/1744
Grant - others:CNR - AV ČR project 2010-2012(XE) Complexity of Neural-Network and Kernel Computational Models
Institutional research plan: CEZ:AV0Z10300504
Keywords : linear approximation schemes * variable-basis approximation schemes * model complexity * worst-case errors * neural networks * kernel models
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.182, year: 2011
Permanent Link: http://hdl.handle.net/11104/0190434 - 3.0345013 - ÚI 2011 RIV GB eng J - Journal Article
Slušný, Stanislav - Neruda, Roman - Vidnerová, Petra
Comparison of Behavior-based and Planning Techniques on the Small Robot Maze Exploration Problem.
Neural Networks. Roč. 23, č. 4 (2010), s. 560-567. ISSN 0893-6080. E-ISSN 1879-2782.
[ICANN 2008. International Conference on Artificial Neural Networks /18./. Prague, 03.09.2008-06.09.2008]
R&D Projects: GA ČR GA201/08/1744
Institutional research plan: CEZ:AV0Z10300504
Keywords : evolutionary robotics * neural networks * reinforcement learning * localization
Subject RIV: IN - Informatics, Computer Science
Impact factor: 1.955, year: 2010
Permanent Link: http://hdl.handle.net/11104/0186393 - 4.0315078 - ÚI 2009 RIV US eng J - Journal Article
Kainen, P.C. - Kůrková, Věra - Sanguineti, M.
Complexity of Gaussian-Radial-Basis Networks Approximating Smooth Functions.
[Složitost Gaussovských radiálních sítí.]
Journal of Complexity. Roč. 25, č. 1 (2009), s. 63-74. ISSN 0885-064X. E-ISSN 1090-2708
R&D Projects: GA ČR GA201/08/1744
Institutional research plan: CEZ:AV0Z10300504
Keywords : Gaussian-radial-basis-function networks * rates of approximation * model complexity * variation norms * Bessel and Sobolev norms * tractability of approximation
Subject RIV: IN - Informatics, Computer Science
Impact factor: 1.227, year: 2009
Permanent Link: http://hdl.handle.net/11104/0165396 - 5.0306485 - ÚI 2008 RIV US eng J - Journal Article
Holeňa, Martin - Čukić, T. - Rodemerck, U. - Linke, D.
Optimization of Catalysts Using Specific, Description-Based Genetic Algorithms.
[Optimalizace katalyzátorů s využitím specifických genetických algoritmů založených na popisu problému.]
Journal of Chemical Information and Modeling. Roč. 48, č. 2 (2008), s. 274-282. ISSN 1549-9596. E-ISSN 1549-960X
R&D Projects: GA ČR GA201/08/1744
Institutional research plan: CEZ:AV0Z10300504
Keywords : optimization of catalytic materials * genetic algorithms * mixed optimization * constrained optimization
Subject RIV: IN - Informatics, Computer Science
Impact factor: 3.643, year: 2008
Permanent Link: http://hdl.handle.net/11104/0159498 - 6.0043647 - ÚI 2009 RIV US eng J - Journal Article
Kůrková, Věra - Sanguineti, M.
Approximate Minimization of the Regularized Expected Error over Kernel Models.
[Přibližná minimalizace regularizovaného funkcionálu očekávané chyby na jádrových modelech.]
Mathematics of Operations Research. Roč. 33, č. 3 (2008), s. 747-756. ISSN 0364-765X. E-ISSN 1526-5471
R&D Projects: GA ČR GA201/05/0557; GA ČR GA201/08/1744
Institutional research plan: CEZ:AV0Z10300504
Keywords : suboptimal solutions * expected error * convex functionals * kernel methods * model complexity * rates of convergence
Subject RIV: BA - General Mathematics
Impact factor: 1.086, year: 2008
Permanent Link: http://hdl.handle.net/11104/0136579 - 7.0043643 - ÚI 2011 RIV US eng J - Journal Article
Kainen, P.C. - Kůrková, Věra - Vogt, A.
Integral Combinations of Heavisides.
Mathematische Nachrichten. Roč. 283, č. 6 (2010), s. 854-878. ISSN 0025-584X. E-ISSN 1522-2616
R&D Projects: GA ČR GA201/05/0557; GA ČR GA201/08/1744
Institutional research plan: CEZ:AV0Z10300504
Keywords : feedforward neural network * perceptron * heaviside function * plane wave * integral formula * radon transform * Green’s function for iterated Laplacians * order of vanishing * function of controlled decay
Subject RIV: BA - General Mathematics
Impact factor: 0.653, year: 2010
Permanent Link: http://hdl.handle.net/11104/0136577