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- 1.0373097 - ÚI 2012 RIV US eng J - Journal Article
Gnecco, G. - Kůrková, Věra - Sanguineti, M.
Accuracy of approximations of solutions to Fredholm equations by kernel methods.
Applied Mathematics and Computation. Roč. 218, č. 14 (2012), s. 7481-7497. ISSN 0096-3003. E-ISSN 1873-5649
R&D Projects: GA ČR GAP202/11/1368; GA MŠMT OC10047
Grant - others:CNR-AV ČR(CZ-IT) Project 2010–2012 “Complexity of Neural-Network and Kernel Computational Models
Institutional research plan: CEZ:AV0Z10300504
Keywords : approximate solutions to integral equations * radial and kernel-based networks * Gaussian kernels * model complexity * analysis of algorithms
Subject RIV: IN - Informatics, Computer Science
Impact factor: 1.349, year: 2012
Permanent Link: http://hdl.handle.net/11104/0206253 - 2.0360287 - ÚI 2012 RIV GB eng J - Journal Article
Gnecco, G. - Kůrková, Věra - Sanguineti, M.
Can Dictionary-based Computational Models Outperform the Best Linear Ones?
Neural Networks. Roč. 24, č. 8 (2011), s. 881-887. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA MŠMT OC10047
Grant - others:CNR - AV ČR project 2010-2012(XE) Complexity of Neural-Network and Kernel Computational Models
Institutional research plan: CEZ:AV0Z10300504
Keywords : dictionary-based approximation * linear approximation * rates of approximation * worst-case error * Kolmogorov width * perceptron networks
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.182, year: 2011
Permanent Link: http://hdl.handle.net/11104/0197874