Search results
- 1.0545601 - ÚI 2022 CZ eng V - Research Report
Húsek, Dušan - Frolov, A. A. - Kerechanin, J. V. - Bobrov, P.D.
Assessment of Independent EEG Components Obtained by Different Methods for BCI Based on Motor Imagery.
Prague: ICS CAS, 2021. 17 s. Technical Report, V-1279.
Institutional support: RVO:67985807
Keywords : brain–computer interface * motor imagery * blind source separation * independent component analysis * common spatial patterns * cluster analysis * EEG pattern extraction * EEG analysis * ICA * CSP * BCI * motor imagery
Permanent Link: http://hdl.handle.net/11104/0322281File Download Size Commentary Version Access 0545601-V-1279-v2.pdf 4 661 KB Other open-access 0545601-V-1279-v1.pdf 2 640.7 KB Other require - 2.0403878 - UIVT-O 20000054 CZ eng V - Research Report
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P.
Attractor Basins in Sparsely Encoded Hopfield-Like Associative Memory.
Prague: ICS AS CR, 1998. 15 s. Technical Report, V-772.
R&D Projects: GA ČR GA201/97/0885
Institutional research plan: AV0Z1030915
Keywords : associative memory * basins of attraction * neural network * Hopfield model
Permanent Link: http://hdl.handle.net/11104/0124165 - 3.0403877 - UIVT-O 20000053 CZ eng V - Research Report
Frolov, A. A. - Húsek, Dušan
Pattern Matching by Sparsely Encoded Hopfield-Like Associative Memory.
Prague: ICS AS CR, 1997. 11 s. Technical Report, V-732.
R&D Projects: GA ČR GA201/97/0885; GA ČR GA201/94/0729
Institutional research plan: AV0Z1030915
Keywords : associative memory * pattern matching * recurrent neural network
Permanent Link: http://hdl.handle.net/11104/0124164 - 4.0403876 - UIVT-O 20000052 CZ eng V - Research Report
Frolov, A. A. - Húsek, Dušan - Snášel, V.
Recall Time and Finite Size Effects in Densely and Sparsely Encoded Hopfield-like Autoassociative Memories.
Prague: ICS AS CR, 1999. 15 s. Technical Report, V-806.
R&D Projects: GA ČR GA201/97/0885
Institutional research plan: AV0Z1030915
Keywords : Hopfield-like neural network * binary factorization * autoassociative memory hippocampus * polysensory information * human memory model * CA3 field
Permanent Link: http://hdl.handle.net/11104/0124163 - 5.0403874 - UIVT-O 20000050 CZ eng V - Research Report
Sirota, A. - Frolov, A. A. - Húsek, Dušan
Binary Factor Analysis in Hopfield-Like Neural Networks.
Prague: ICS AS CR, 1999. 33 s. Technical Report, V-805.
R&D Projects: GA ČR GA201/97/0885
Institutional research plan: AV0Z1030915
Keywords : Hopfield-like neural network * binary factorization * autoassociative memory hippocampus * polysensory information * human memory model * CA3 field
Permanent Link: http://hdl.handle.net/11104/0124161 - 6.0403873 - UIVT-O 20000049 CZ eng V - Research Report
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P.
Information Efficiency of Sparsely Encoded Hopfield-Like Autoassociative Memory.
Prague: ICS AS CR, 1999. 30 s. Technical Report, V-804.
R&D Projects: GA ČR GA201/97/0885
Institutional research plan: AV0Z1030915
Keywords : associative memory * attractor basins * recall quality * informational capacity
Permanent Link: http://hdl.handle.net/11104/0124160 - 7.0403454 - UIVT-O 990006 CZ eng V - Research Report
Frolov, A. A. - Řízek, Stanislav - Dufossé, M.
Biological Motivations for Differential Neurocontrol.
Prague: ICS AS CR, 1998. 16 s. Technical Report, V-757.
R&D Projects: GA ČR GA201/95/0992
Grant - others:BARRANDE(XE) No.970109
Keywords : differential control * neurocontrol * biological approach * cybernetical approach
Permanent Link: http://hdl.handle.net/11104/0123761File Download Size Commentary Version Access v757-98.pdf 6 179.8 KB Other open-access - 8.0402227 - UIVT-O 960003 CZ eng V - Research Report
Frolov, A. A. - Húsek, Dušan
On the Information Capacity of Hopfield Network.
Prague: ICS AS CR, 1994. 8 s. Technical Report, V-607.
R&D Projects: GA AV ČR IAA423011
Keywords : neural networks * Hopfield model * information capacity * Shannon theorem
Permanent Link: http://hdl.handle.net/11104/0122636File Download Size Commentary Version Access v607-94.pdf 16 212.9 KB Other open-access - 9.0402226 - UIVT-O 960002 CZ eng V - Research Report
Húsek, Dušan - Frolov, A. A.
Evaluation of the Informational Capacity of Hopfield Network by Monte Carlo Simulation.
Prague: ICS AS CR, 1994. 19 s. Technical Report, V-606.
R&D Projects: GA ČR GA201/94/0729
Keywords : neural network * Hopfield neural network * computer simulation * theory of information * Shanon function * spin glass model
Permanent Link: http://hdl.handle.net/11104/0122635File Download Size Commentary Version Access v606-94.pdf 15 256.2 KB Other open-access - 10.0376630 - ÚI 2013 CZ cze V - Research Report
Húsek, Dušan - Frolov, A. A. - Polyakov, P.Y.
Hybrid Method of Boolean Factor Analysis.
Prague: ICS AS CR, 2011. 23 s. Technical Report, V-1115.
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : recurrent neural network * associative memory * neural network application * statistics * likelihood maximization * Boolean factor analysis * information gain * expectation-maximization * dendritic inhibition * Boolean matrix factorization * bars problem
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0208982File Download Size Commentary Version Access v1115-11.pdf 32 1.2 MB Other open-access