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- 1.0405508 - UIVT-O 330886 RIV FR eng C - Conference Paper (international conference)
Húsek, Dušan - Frolov, A. A. - Řezanková, H. - Snášel, Václav - Dufosse, M. - Polyakov, P.Y.
Neural Network Attempt to Nonlinear Binary Factor Analysis of Textual Data.
[Neuronový přístup k nelineární faktorové analýze textových dat.]
Aplied Stochastic Models and Data Analysis. Brest: ENST Bretagne, 2005 - (Janssen, J.; Lenca, P.), s. 1460-1467. ISBN 2-908849-15-1.
[ASMDA 2005. International Symposium on Applied Stochastic Models and Data Analysis /11./. Brest (FR), 17.05.2005-20.05.2005]
R&D Projects: GA AV ČR 1ET100300414; GA ČR GA201/05/0079
Grant - others:BARRANDE(EU) 2005-06-060-1
Institutional research plan: CEZ:AV0Z10300504
Keywords : neural networks * binary factor analysis * clustering * information retrieval
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125666 - 2.0405186 - UIVT-O 330317 RIV CZ eng J - Journal Article
Frolov, A. A. - Sirota, A.M. - Húsek, Dušan - Muraviev, I. P.
Binary Factorization in Hopfield-Like Neural Networks: Single-Step Approximation and Computer Simulations.
[Binární faktorová analýza pomocí Hopfieldovy neuronové sítě: Jednokroková aproximace a počítačová simulace.]
Neural Network World. Roč. 14, č. 2 (2004), s. 139-152. ISSN 1210-0552
R&D Projects: GA ČR GA201/01/1192
Grant - others:BARRANDE(EU) 99010-2/99053; Intellectual computer Systems(EU) Grant 2.45
Institutional research plan: CEZ:AV0Z1030915
Keywords : nonlinear binary factor analysis * feature extraction * recurrent neural network * Single-Step approximation * neurodynamics simulation * attraction basins * Hebbian learning * unsupervised learning * neuroscience * brain function modeling
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0003466 - 3.0364125 - ÚI 2012 CZ eng K - Conference Paper (Czech conference)
Polyakov, P.Y. - Húsek, Dušan - Frolov, A. A.
Expectation-Maximization Method for Boolean Factor Analysis.
WOFEX 2011. Ostrava: VŠB - Technical University, 2011 - (Krátký, P.; Dvorský, J.; Moravec, P.), s. 436-441. ISBN 978-80-248-2449-9.
[WOFEX 2011. Annual Workshop /9./. Ostrava (CZ), 08.09.2011-09.09.2011]
Institutional research plan: CEZ:AV0Z10300504
Keywords : binary factor analysis * Boolean factor analysis * BFA * informational redundancy * high-dimensional binary signals * expectation–maximization method * EM * bars problem benchmark * dendritic inhibition neural network
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0199688File Download Size Commentary Version Access a0364125.pdf 1 500.3 KB Publisher’s postprint require - 4.0330513 - ÚI 2010 RIV CZ eng G - Proceedings (international conference)
Húsek, Dušan (ed.) - Neruda, Roman (ed.) - Koutník, J. (ed.)
Special Issue on the 18th International Conference on Artificial Neural Networks.
258 s. In: Neural Network World. Ústav informatiky AV ČR, v. v. i. Roč. 19, č. 5 (2009), s. 399-656. ISSN 1210-0552.
[ICANN 2008. International Conference on Artificial Neural Networks /18./. Prague (CZ), 03.09.2008-06.09.2008]
Institutional research plan: CEZ:AV0Z10300504
Keywords : mathematical theory of neurocomputing * computational neuroscience * connectionist cognitive science * neuroinformatics * image processing * signal and time series processing * reinforcement learning * binary factor analysis * principal component analysis * self-organization * neural network hardware
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0005477