Search results
- 1.0532708 - ÚI 2022 RIV US eng J - Journal Article
Kůrková, Věra - Coufal, David
Translation-Invariant Kernels for Multivariable Approximation.
IEEE Transactions on Neural Networks and Learning Systems. Roč. 32, č. 11 (2021), s. 5072-5081. ISSN 2162-237X. E-ISSN 2162-2388
R&D Projects: GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : Classification * Fourier and Hankel transforms * 17 function approximation * radial kernels * translation-invariant kernels
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 14.255, year: 2021
Method of publishing: Limited access
http://dx.doi.org/10.1109/TNNLS.2020.3026720
Permanent Link: http://hdl.handle.net/11104/0311119 - 2.0405135 - UIVT-O 20030096 CZ eng K - Conference Paper (Czech conference)
Kudová, Petra
Learning of Generalized Regularization Networks.
Doktorandský den '03. Praha: MATFYZPRESS, 2003 - (Hakl, F.), s. 60-66. ISBN 80-86732-16-9.
[Doktorandský den '03. Paseky nad Jizerou (CZ), 25.09.2003-26.09.2003]
Institutional research plan: AV0Z1030915
Keywords : regularization * function approximation * regularization networks * generalized regularization networks * learning algorithms
Permanent Link: http://hdl.handle.net/11104/0125337File Download Size Commentary Version Access 0405135.pdf 0 615.5 KB Publisher’s postprint open-access - 3.0404840 - UIVT-O 20020246 RIV US eng C - Conference Paper (international conference)
Neruda, Roman
Efficient Parallel Implementations of Kolmogorov Superpositions.
International Joint Conference on Neural Networks. IEEE, 2002. ISBN 0-7803-7278-6.
[IJCNN'02. Honolulu (US), 12.05.2002-17.05.2002]
R&D Projects: GA AV ČR IAB1030006; GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : function approximation * Kolmogorov theorem * time complexity
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125070 - 4.0404805 - UIVT-O 20020085 CZ eng K - Conference Paper (Czech conference)
Šidlofová, Terezie
Comparison of Radial and Neural Network Approximation.
Doktorandský den '02. Praha: Ústav informatiky AV ČR, 2002 - (Hakl, F.), s. 19-25. Technical Report, V-880.
[Doktorandský den '02. Praha (CZ), 17.10.2002]
Institutional research plan: AV0Z1030915
Keywords : function approximation * neural networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125038 - 5.0402818 - UIVT-O 960111 US eng C - Conference Paper (international conference)
Verleysen, M. - Hlaváčková, Kateřina
Learning in RBF Networks.
ICNN. The 1996 IEEE International Conference on Neural Networks. Piscataway: IEEE, 1996, s. 199-204. ISBN 0-7803-3210-5.
[ICNN. Washington (US), 03.06.1996-06.06.1996]
R&D Projects: GA ČR GA201/93/0427; GA ČR GA201/96/0971
Keywords : radial basis function * function approximation * learning * vector quantization * probability density * centroids * widths * weights
Permanent Link: http://hdl.handle.net/11104/0123194 - 6.0402527 - UIVT-O 950115 PL eng C - Conference Paper (international conference)
Kůrková, Věra - Beliczynski, B.
An Incremental Learning Algorithm for Gaussian Radial-Basis-Function Approximation.
Proceedings of the Second International Symposium on Methods and Models in Automation and Robotics. Warsaw, 1995 - (Banka, S.; Domek, S.; Emirsajlow, Z.), s. 675-680
[MMAR'95. Miedzyzdroje (PL), 30.08.1995-02.09.1995]
R&D Projects: GA ČR GA201/93/0427
Keywords : neural networks * function approximation * incremental algorithms
Permanent Link: http://hdl.handle.net/11104/0122932 - 7.0394906 - ÚOCHB 2014 RIV CH eng J - Journal Article
Buha, V. M. - Rana, D. N. - Chhabria, M. T. - Chikhalia, K. H. - Mahajan, B. M. - Brahmkshatriya, Pathik - Shah, N. K.
Synthesis, biological evaluation and QSAR study of a series of substituted quinazolines as antimicrobial agents.
Medicinal Chemistry Research. Roč. 22, č. 9 (2013), s. 4096-4109. ISSN 1054-2523. E-ISSN 1554-8120
Institutional support: RVO:61388963
Keywords : antimicrobial agents * quantitative structure-activity relationship * genetic function approximation * quinazoline
Subject RIV: CE - Biochemistry
Impact factor: 1.612, year: 2012
Permanent Link: http://hdl.handle.net/11104/0223118 - 8.0329804 - ÚTIA 2010 RIV FR eng C - Conference Paper (international conference)
Pištěk, Miroslav
On Implicit Approximation of the Bellman Equation.
[Implicitní aproximace Bellmanovy rovnice.]
Proceedings of the 15th IFAC Symposium on Identification and System Parameter Estimation - SYSID 2009. Saint-Malo: IFAC, 2009, s. 1463-1468.
[15th IFAC Symposium on Identification and System Parameter Estimation - SYSID 2009. Saint-Malo (FR), 06.07.2009-08.07.2009]
R&D Projects: GA MŠMT 2C06001; GA ČR GA102/08/0567
Institutional research plan: CEZ:AV0Z10750506
Keywords : function approximation * Bellman equation
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2009/AS/pistek-on implicit approximation of the bellman equation.pdf
Permanent Link: http://hdl.handle.net/11104/0175738 - 9.0320845 - ÚI 2009 CZ eng K - Conference Paper (Czech conference)
Kozub, P. - Holeňa, Martin
Learning of Multilayer Perceptrons with Piecewise-Linear Activation Functions.
[Učení vícevrstvých perceptronů s po částech lineárními aktivačními funkcemi.]
MIS 2008. Praha: Matfyzpress, 2008 - (Obdržálek, D.; Štanclová, J.; Plátek, M.), s. 27-46. ISBN 978-80-7378-076-0.
[MIS 2008. Malý informatický seminář /25./. Josefův důl (CZ), 12.01.2008-19.01.2008]
R&D Projects: GA ČR GA201/08/0802; GA ČR GA201/08/1744
Institutional research plan: CEZ:AV0Z10300504
Keywords : artificial neural networks * multilayer perceptrons * activation functions * function approximation * constrained optimization
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0169591 - 10.0315897 - ÚTIA 2009 CZ eng V - Research Report
Pištěk, Miroslav
On Implicit Approximation of the Bellman Equation.
[Implicitní aproximace Bellmanovy rovnice.]
Praha: ÚTIA AV Čr, v.v.i, 2008. 16 s. Research Report, 2231.
R&D Projects: GA MŠMT(CZ) 2C06001; GA ČR GA102/08/0567
Institutional research plan: CEZ:AV0Z10750506
Keywords : Bellman equation * function approximation
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2008/AS/pistek-on implicit approximation of the bellman equation.pdf
Permanent Link: http://hdl.handle.net/11104/0165978File Download Size Commentary Version Access 0315897.pdf 0 249.1 KB Other open-access