Search results
- 1.0404885 - UIVT-O 20020227 RIV US eng C - Conference Paper (international conference)
Frolov, A. - Rachkovskij, D. - Húsek, Dušan
On Information Characteristics of Sparserly Encoded Binary Auto-Selective Memory.
Proceedings of the 9th International Conference on Neural Information Processing. Piscataway: IEEE Service Center, 2002 - (Wang, L.; Rajapakse, J.; Fukushima, K.; Lee, S.; Yao, X.), s. 235-238. ISBN 981-04-7524-1.
[ICONIP'02. Singapore (SG), 18.11.2002-22.11.2002]
R&D Projects: GA ČR GA201/01/1192; GA ČR GA201/00/1031
Institutional research plan: AV0Z1030915
Keywords : neural network * recurrent neural network * Willshaw like neural network * Gibson-Robinson neural network
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0125110 - 2.0404198 - UIVT-O 20010059 RIV AT eng C - Conference Paper (international conference)
Frolov, A. - Řízek, Stanislav - Dufossé, M.
Model of Neurocontrol of Anthropomorphic Systems.
Artificial Neural Nets and Genetic Algorithms. Proceedings of the International conference. Wien: Springer, 2001 - (Kůrková, V.; Steele, N.; Neruda, R.; Kárný, M.), s. 348-351. ISBN 3-211-83651-9.
[ICANNGA'2001 /5./. Praha (CZ), 22.04.2001-25.04.2001]
R&D Projects: GA AV ČR IAA2030801
Institutional research plan: AV0Z1030915
Keywords : neural network * anthropomorphic robots * neurocontroller * multijoint system
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124465 - 3.0402840 - UIVT-O 960156 CZ eng C - Conference Paper (international conference)
Frolov, A. - Řízek, Stanislav
Learning in Differential Neurocontrol.
Computer-Intensive Methods in Control and Signal Processing. Can We Beat the Curse of Dimensionality? Prague: Institute of Information Theory and Automation AS CR, 1996 - (Berec, L.; Rojíček, J.; Kárný, M.; Warwick, K.), s. 165-170
[CMP'96. European IEEE Workshop /2./. Prague (CZ), 28.08.1996-30.08.1996]
R&D Projects: GA ČR GA201/95/0992
Grant - others:Russian Foundation of Fundamental Research(RU) 94-04-11318
Permanent Link: http://hdl.handle.net/11104/0123216 - 4.0378749 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Polyakov, P.Y.
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis.
Advances in Neural Networks - ISNN 2012. Vol. 1. Berlin: Springer, 2012 - (Wang, J.; Yen, G.; Polycarpou, M.), s. 1-10. Lecture Notes in Computer Science, 7367. ISBN 978-3-642-31345-5. ISSN 0302-9743.
[ISNN 2012. International Symposium on Neural Networks /9./. Shenyang (CN), 11.07.2012-14.07.2012]
R&D Projects: GA ČR GAP202/10/0262
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : Associative Neural Network * Likelihood Maximization * Boolean Factor Analysis * Binary Matrix factorization * Noise XOR Mixing * Plato Problem * Information Gain * Bars problem * Data Mining * Dimension Reduction * Hebbian Learning * Anti-Hebbian Learning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0210147File Download Size Commentary Version Access a0378749.pdf 1 521.2 KB Publisher’s postprint require - 5.0377144 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Bobrov, P. - Korshakov, A.V. - Chernikova, L. - Konovalov, R. - Mokienko, O.
Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry.
Advances in Neural Networks - ISNN 2012. Vol. 1. Berlin: Springer, 2012 - (Wang, J.; Yen, G.; Polycarpou, M.), s. 369-378. Lecture Notes in Computer Science, 7367. ISBN 978-3-642-31345-5. ISSN 0302-9743.
[ISNN 2012. International Symposium on Neural Networks /9./. Shenyang (CN), 11.07.2012-14.07.2012]
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : BCI * ICA * Bayesian classification * EEG inverse problem * motor imagery * mu rhythm * fMRI
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0209386File Download Size Commentary Version Access a0377144.pdf 1 519 KB Publisher’s postprint require - 6.0365748 - ÚI 2012 RIV US eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Bobrov, P.
Brain-Computer Interface: Common Tensor Discriminant Analysis Classifier Evaluation.
Nature and Biologically Inspired Computing. Piscataway: IEEE, 2011 - (Abraham, A.; Corchado, E.; Berwick, R.; de Carvalho, A.; Zomaya, A.; Yager, R.), s. 614-620. ISBN 978-1-4577-1122-0.
[NaBIC 2011. World Congress on Nature and Biologically Inspired Computing /3./. Salamanca (ES), 19.10.2011-21.10.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079; GA MŠMT(CZ) 1M0567
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : human computer interface * motor imagery * EEG signal classification * Bayesian classification * Common Spatial Patterns * Common Tensor Discriminant Analysis
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0200917File Download Size Commentary Version Access a0365748.pdf 1 1.1 MB Publisher’s postprint require - 7.0335028 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Polyakov, P.Y.
Estimation of Boolean Factor Analysis Performance by Informational Gain.
[Ocenění efektivnosti booleovské faktorové analýzy pomocí informačního zisku.]
Advances in Intelligent Web Mastering - 2. Berlin: Springer, 2010 - (Snášel, V.; Szczepaniak, P.; Abraham, A.; Kacprzyk, J.), s. 83-94. Advances in Intelligent and Soft Computing, 67. ISBN 978-3-642-10686-6.
[AWIC 2009. Atlantic Web Intelligence Conference /6./. Prague (CZ), 09.09.2009-11.09.2009]
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * informational gain * Hopfield-like network
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0179612 - 8.0312987 - ÚI 2009 RIV DE eng C - Conference Paper (international conference)
Snášel, V. - Moravec, P. - Húsek, Dušan - Frolov, A. - Řezanková, H. - Polyakov, P.Y.
Pattern Discovery for High-Dimensional Binary Datasets.
[Zjišťování vzorů ve vysoce dimenzionálních binárních datových souborech.]
Neural Information Processing. Berlin: Springer, 2008 - (Ishikawa, M.; Doya, K.; Miyamoto, H.; Yamakawa, T.), s. 861-872. Lecture Notes in Computer Science, 4984. ISBN 978-3-540-69154-9.
[ICONIP 2007. International Conference on Neural Information Processing /14./. Kitakyushu (JP), 13.11.2007-16.11.2007]
R&D Projects: GA MŠMT(CZ) 1M0567; GA AV ČR 1ET100300419
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * neural networks * dimension reduction * cluster analysis
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0163920 - 9.0093673 - ÚI 2008 RIV US eng C - Conference Paper (international conference)
Húsek, Dušan - Frolov, A. - Polyakov, P.Y. - Snášel, V.
Neural Network Boolean Factor Analysis and Applications.
[Na neuronové síti založená Booleovská faktorová analýza a její aplikace.]
Computational Intelligence, Man-Machine Systems and Cybernetics. -: WSEAS Press, 2007 - (Katehakis, M.; Andina, D.; Mastorakis, M.), s. 30-35. Electrical and Computer Engineering Series. ISBN 978-960-6766-21-3.
[CIMMACS'07. WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics. Tenerife (ES), 14.12.2007-16.12.2007]
R&D Projects: GA MŠMT 1M0567; GA AV ČR 1ET100300414; GA ČR GA201/05/0079
Institutional research plan: CEZ:AV0Z10300504
Keywords : Hopfield neural network * boolean factor analysis * unsupervised learning * dimension reduction * data mining
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0153655 - 10.0091120 - ÚI 2008 RIV DE eng C - Conference Paper (international conference)
Húsek, Dušan - Moravec, P. - Snášel, V. - Frolov, A. - Řezanková, H. - Polyakov, P.Y.
Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem.
[Srovnání na neuronovém přístupu založené Booleavské faktorové analýzy a dalších metod pro redukci dimenze na problému kolmých protínajících se linií.]
Pattern Recognition and Machine Intelligence. Berlin: Springer, 2007 - (Ghosh, A.; De, R.; Pal, S.), s. 235-243. Lecture Notes in Computer Science, 4815. ISBN 978-3-540-77045-9.
[PReMI 2007. International Conference /2./. Kolkata (IN), 18.12.2007-22.12.2007]
R&D Projects: GA MŠMT(CZ) 1M0567; GA AV ČR 1ET100300419
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * neural network * dimension reduction * cluster analysis
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0151793