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- 1.0404935 - UIVT-O 20030124 RIV AT eng C - Conference Paper (international conference)
Šidlofová, Terezie
Bounds on Rates af Approximation by Neural Networks in Lp-spaces.
Artificial Neural Nets and Genetic Algorithms. Wien: SpringerVerlag, 2003 - (Pearson, D.; Steele, N.; Albrecht, R.), s. 23-27. ISBN 3-211-00743-1.
[ICANNGA'2003 /6./. Roanne (FR), 23.04.2003-25.04.2003]
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : neural networks * rates of approximation * nonlinear approximation
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125155 - 2.0404713 - UIVT-O 20020064 CZ eng V - Research Report
Kůrková, Věra - Sanguineti, M.
Tight Bounds on Rates of Variable-Basis Approximation via Estimates of Covering Numbers.
Prague: ICS AS CR, 2001. 12 s. Technical Report, V-865.
R&D Projects: GA ČR GA201/99/0092
Grant - others:NATO(XE) PST.CLG.976870
Institutional research plan: AV0Z1030915
Keywords : high-dimensional optimization * curse of dimensionality * rates of approximation * covering numbers * distributed computing * neural networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124952File Download Size Commentary Version Access v865-02.pdf 19 327 KB Other open-access - 3.0404634 - UIVT-O 20020043 CZ eng V - Research Report
Kůrková, Věra - Sanguineti, M.
Covering Numbers and Rates of Neural-Network Approximation.
Prague: ICS AS CR, 2001. 7 s. Technical Report, V-830.
R&D Projects: GA ČR GA201/00/1489
Grant - others:NATO(XE) PST.CLG.976870
Institutional research plan: AV0Z1030915
Keywords : nonlinear approximation * rates of approximation * variable-basis approximation * feedforward neural networks * covering numbers
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124875File Download Size Commentary Version Access v830-01.pdf 18 312.4 KB Other open-access - 4.0404321 - UIVT-O 20020144 RIV GB eng C - Conference Paper (international conference)
Kůrková, Věra
Approximation by Perceptron Networks.
Algorithms for Approximation IV. Proceedings of the International Symposium. Huddersfield: University of Huddersfield, 2002 - (Levesley, J.; Anderson, I.; Mason, J.), s. 454-460
[International Symposium on Algorithms for Approximation /4./. Huddersfield (GB), 16.07.2001-20.07.2001]
R&D Projects: GA ČR GA201/99/0092; GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : perceptron networks * rates of approximation * best approximation
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124580 - 5.0404319 - UIVT-O 20010102 RIV AT eng C - Conference Paper (international conference)
Kůrková, Věra - Sanguineti, M.
Tight Bounds on Rates of Neural-Network Approximation.
Artificial Neural Networks - ICANN'2001. Berlin: Springer-Verlag, 2001 - (Dorffner, G.; Bischof, H.; Hornik, K.), s. 277-282. Lecture Notes in Computer Science, 2130. ISBN 3-540-42486-5. ISSN 0302-9743.
[ICANN 2001 International Conference on Artificial Neural Networks /11./. Vienna (AT), 21.08.2001-25.08.2001]
R&D Projects: GA ČR GA201/00/1489
Institutional research plan: AV0Z1030915
Keywords : complexity of neural networks * rates of approximation * perceptron networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124578 - 6.0403955 - UIVT-O 20010015 RIV US eng J - Journal Article
Kůrková, Věra - Sanguineti, M.
Bounds on Rates of Variable-Basis and Neural-Network Approximation.
IEEE Transactions on Information Theory. Roč. 47, č. 6 (2001), s. 2659-2665. ISSN 0018-9448. E-ISSN 1557-9654
R&D Projects: GA ČR GA201/00/1482
Institutional research plan: AV0Z1030915
Keywords : approximation by variable-basis functions * bounds on rates of approximation * complexity of neural networks * high-dimensional optimal decision problems
Subject RIV: BA - General Mathematics
Impact factor: 2.077, year: 2001
Permanent Link: http://hdl.handle.net/11104/0124240 - 7.0403807 - UIVT-O 20000033 RIV US eng C - Conference Paper (international conference)
Kůrková, Věra - Sanguineti, M.
Comparison of Rates of Linear and Neural Network Approximation.
IJCNN 2000. Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. Los Alamitos: IEEE Computer Society, 2000, s. 277-282. ISBN 0-7695-0619-4.
[IJCNN 2000. Como (IT), 24.07.2000-27.07.2000]
R&D Projects: GA ČR GA201/99/0092
Institutional research plan: AV0Z1030915
Keywords : linear and neural networks approximation * Kolmogorov width * dimension-independent rates of approximation * perceptron networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124098 - 8.0403755 - UIVT-O 20020140 RIV GB eng M - Monography Chapter
Kůrková, Věra
Universal Approximators.
The Handbook of Brain Theory and Neural Networks. 2nd ed. Vol. 3. Cambridge: The MIT Press, 2002 - (Arbib, M.), s. 1180-1183. ISBN 0-262-01197-2
R&D Projects: GA ČR GA201/99/0092; GA ČR GA201/02/0428
Keywords : universal approximation property * rates of approximation * curse of dimensionality
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124047 - 9.0403752 - UIVT-O 20020139 RIV US eng J - Journal Article
Kůrková, Věra - Sanguineti, M.
Comparison of Worst Case Errors in Linear and Neural Network Approximation.
IEEE Transactions on Information Theory. Roč. 48, č. 1 (2002), s. 264-275. ISSN 0018-9448. E-ISSN 1557-9654
R&D Projects: GA ČR GA201/99/0092
Institutional research plan: AV0Z1030915
Keywords : complexity of neural networks * curse of dimensionality * high-dimensionality * high-dimensional optimization * linear and nonlinear approximation * rates of approximation
Subject RIV: BA - General Mathematics
Impact factor: 2.045, year: 2002
Permanent Link: http://hdl.handle.net/11104/0124045 - 10.0403450 - UIVT-O 980089 RIV CZ eng C - Conference Paper (international conference)
Hlaváčková-Schindler, Kateřina - Sanguineti, M.
On the Rates of Nonlinear and Linear Approximation.
Computer-Intensive Methods in Control and Data Processing. Can We Beat the Curse of Dimensionality? Prague: Institute of Information Theory and Automation AS CR, 1998 - (Rojíček, J.; Valečková, M.; Kárný, M.; Warwick, K.), s. 211-216
[European IEEE Workshop CMP'98 /3./. Prague (CZ), 07.09.1998-09.09.1998]
R&D Projects: GA AV ČR IAA2075606; GA ČR GA201/96/0917
Keywords : nonlinear and linear aproximators * rates of approximation * variation of function with respect to a set of functions
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0123757