Search results
- 1.0405327 - UIVT-O 330699 RIV SK eng C - Conference Paper (international conference)
Kudová, Petra
Comparison of Kernel Based Regularization Networks and RBF Networks.
[Srovnání jádrových regularizačních sítí a sítí typu RBF.]
ITAT 2004. Information Technologies - Applications and Theory. Košice: Prírodovedecká fakulta, Univerzita P. J. Šafárika, 2004 - (Vojtáš, P.), s. 59-68. ISBN 80-7097-589-X.
[ITAT 2004. Popradské Pleso (SK), 15.09.2004-19.09.2004]
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: CEZ:AV0Z1030915
Keywords : learning from examples * regularization networks * RBF networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125500 - 2.0405074 - UIVT-O 20030188 RIV IT eng C - Conference Paper (international conference)
Kůrková, Věra - Sanguineti, M.
Learning from Data by Neural Networks with a Limited Complexity.
Artificial Neural Networks in Pattern Recognition. Florence: University of Florence, 2003 - (Gori, M.; Marinai, S.), s. 146-151
[IAPR TC3 Workshop /1./. Florence (IT), 12.09.2003-13.09.2003]
R&D Projects: GA ČR GA201/02/0428
Grant - others:IT-CZ Area MC6(XX) Project 22
Institutional research plan: AV0Z1030915
Keywords : learning from data * neural networks * kernel methods
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125289 - 3.0405010 - UIVT-O 20030058 RIV AT eng C - Conference Paper (international conference)
Beuster, Gerd - Krušina, Pavel - Neruda, Roman - Rydvan, Pavel
Towards Building Computational Agent Schemes.
Artificial Neural Nets and Genetic Algorithms. Wien: SpringerVerlag, 2003 - (Pearson, D.; Steele, N.; Albrecht, R.), s. 210-215. 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 : multiagent systems * intelligent agents * hybrid models
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125230 - 4.0404937 - UIVT-O 20030126 RIV SK eng C - Conference Paper (international conference)
Šidlofová, Terezie
Estimates of Rates of Approximation by Neural Networks in Lp-Spaces.
Kognícia, umelý život a počítačová inteligencia. Košice: ELFA, 2003 - (Sinčák, P.; Kvasnička, V.; Pospíchal, J.; Kelemen, J.; Návrat, P.), s. 365-368. ISBN 80-89066-64-X.
[Kognícia a umelý život. Slovensko-Český seminár /3./. Stará Lesná (SK), 14.05.2003-16.05.2003]
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : neuronové sítě * integrální reprezentace * rychlost aproximace
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125157 - 5.0404936 - UIVT-O 20030125 RIV SK eng C - Conference Paper (international conference)
Kůrková, Věra
Learning from Data as an Optimization Task.
Kognícia, umelý život a počítačová inteligencia. Košice: ELFA, 2003 - (Sinčák, P.; Kvasnička, V.; Pospíchal, J.; Kelemen, J.; Návrat, P.), s. 73-75. ISBN 80-89066-64-X.
[Kognícia a umelý život. Slovensko-Český seminár /3./. Stará Lesná (SK), 14.05.2003-16.05.2003]
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : learning from data * optimization * Kernel methods
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125156 - 6.0404935 - 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 - 7.0404840 - 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 - 8.0404821 - UIVT-O 20030183 RIV AT eng C - Conference Paper (international conference)
Kůrková, Věra - Sanguineti, M.
Neural Network Learning as Approximate Optimization.
Artificial Neural Nets and Genetic Algorithms. Wien: SpringerVerlag, 2003 - (Pearson, D.; Steele, N.; Albrecht, R.), s. 53-57. ISBN 3-211-00743-1.
[ICANNGA'2003 /6./. Roanne (FR), 23.04.2003-25.04.2003]
R&D Projects: GA ČR GA201/02/0428
Grant - others:IT-CZ Area MC6(XX) Project 22
Institutional research plan: AV0Z1030915
Keywords : neural networks * learning from data * approximate optimization
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125054 - 9.0404629 - UIVT-O 20020041 RIV NL eng C - Conference Paper (international conference)
Neruda, Roman - Kudová, Petra
Hybrid Learning of RBF Networks.
Computational Science. Vol. 3. Berlin: Springer, 2002 - (Sloot, P.; Tan, C.; Dongarra, J.; Hoekstra, A.), s. 594-603. Lecture Notes in Computer Science, 2331. ISBN 3-540-43594-8. ISSN 0302-9743.
[ICCS 2002. International Conference. Amsterdam (NL), 21.04.2002-24.04.2002]
R&D Projects: GA ČR GA201/00/1489; GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : RBF neural networks * hybrid models * learning algorithms
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124871 - 10.0404321 - 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