Search results
- 1.0405186 - 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 - 2.0402901 - UIVT-O 970078 US eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P.
Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Networks: Analytical Approaches and Computer Simulation.
Neural Networks. Roč. 10, č. 5 (1997), s. 845-855. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA ČR GA201/94/0729
Grant - others:Russian Fund of Fundamental Researches(RU) 94-04-11771
Impact factor: 1.019, year: 1997
Permanent Link: http://hdl.handle.net/11104/0123274 - 3.0334976 - ÚI 2010 RIV NL eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P. - Polyakov, P.Y.
Origin and Elimination of Two Global Spurious Attractors in Hopfield-Like Neural Network Performing Boolean Factor Analysis.
[Původ a odstranění dvou globálních lživých atraktorů v booleovském faktorovém analyzátoru založeném na Hopfieldově neuronové síti.]
Neurocomputing. Roč. 73, č. 7-9 (2010), s. 1394-1404. ISSN 0925-2312. E-ISSN 1872-8286
R&D Projects: GA ČR GA205/09/1079; GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * Hopfield neural Network * unsupervised learning * dimension reduction * data mining
Subject RIV: IN - Informatics, Computer Science
Impact factor: 1.429, year: 2010
Permanent Link: http://hdl.handle.net/11104/0179576 - 4.0105243 - UIVT-O 20040234 RIV RU rus J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P.
Informacionnaja efektivnost associativnoj pamjati tipa Chopfilda s razrežennym kodirovanijem.
[Informational Efficiency of Sparsely Encoded Hopfield-Like Autoassociative Memory.]
Informacionnyje technologii i vyčislitelnyje sistemy. č. 1 (2004), s. 44-67
Institutional research plan: CEZ:AV0Z1030915
Keywords : neural networks * Hopfield network * sparse coding
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0012490 - 5.0103280 - UIVT-O 20040021 RIV US eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P.
Informational Efficiency of Sparsely Encoded Hopfield-Like Autoassociative Memory.
[Informační kapacita asociativní paměti založené na řídce kódované neuronové síti Hopfieldova typu.]
Optical Memory and Neural Networks (Information Optics). Roč. 12, č. 3 (2003), s. 177-198. ISSN 1060-992X
Institutional research plan: CEZ:AV0Z1030915
Keywords : neural networks * Hopfield network * sparse coding
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0010592 - 6.0083501 - ÚI 2008 RIV US eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P. - Polyakov, P.Y.
Boolean Factor Analysis by Attractor Neural Network.
[Boolevská faktorová analýza pomocí atraktorové neuronové sítě.]
IEEE Transactions on Neural Networks. Roč. 18, č. 3 (2007), s. 698-707. ISSN 1045-9227
R&D Projects: GA AV ČR 1ET100300419; GA ČR GA201/05/0079
Institutional research plan: CEZ:AV0Z10300504
Keywords : recurrent neural network * Hopfield-like neural network * associative memory * unsupervised learning * neural network architecture * neural network application * statistics * Boolean factor analysis * dimensionality reduction * features clustering * concepts search * information retrieval
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.769, year: 2007
Permanent Link: http://hdl.handle.net/11104/0146721