Alexander A. Frolov

Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková: BFA and BMF: What is the difference. ISDA 2012: 890-896

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. ISNN (1) 2012: 1-10

Alexander A. Frolov, Dusan Húsek, Pavel Bobrov, Alexey Korshakov, Lyudmila Chernikova, Rodion Konovalov, Olesya Mokienko: Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry. ISNN (1) 2012: 369-378

A. V. Alexandrov, Alexander A. Frolov: Closed-loop and open-loop control of posture and movement during human trunk bending. Biological Cybernetics 104(6): 425-438 (2011)

Vadim Y. Roschin, Alexander A. Frolov, Yves Burnod, Marc A. Maier: A Neural Network Model for the Acquisition of a Spatial Body Scheme Through Sensorimotor Interaction. Neural Computation 23(7): 1821-1834 (2011)

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: New Measure of Boolean Factor Analysis Quality. ICANNGA (1) 2011: 100-109

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: Expectation-maximization approach to Boolean factor analysis. IJCNN 2011: 559-566

Alexander A. Frolov, Dusan Húsek, Pavel Bobrov: Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC 2011: 614-620

Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Polyakov: Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis. Neurocomputing 73(7-9): 1394-1404 (2010)

Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov: Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis. Advances in Machine Learning I 2010: 501-518

Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov: Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering. IEEE Transactions on Neural Networks 20(7): 1073-1086 (2009)

Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov: Some Remarks on Binary Data Grouping. DEXA Workshops 2008: 559-565

Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov: Implementing Boolean Matrix Factorization. ICANN (1) 2008: 543-552

Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Václav Snásel, Pavel Polyakov: Clustering variables by classical approaches and neural network Boolean factor analysis. IJCNN 2008: 3742-3746

Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov: Boolean Factor Analysis by Attractor Neural Network. IEEE Transactions on Neural Networks 18(3): 698-707 (2007)

Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov: Image Analysis by Methods of Dimension Reduction. CISIM 2007: 272-277

Václav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov: Pattern Discovery for High-Dimensional Binary Datasets. ICONIP (1) 2007: 861-872

Václav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov: Bars Problem Solving - New Neural Network Method and Comparison. MICAI 2007: 671-682

Dusan Húsek, Pavel Moravec, Václav Snásel, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov: Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem. PReMI 2007: 235-243

Alexander A. Frolov, R. A. Prokopenko, M. Dufossè, Fathi Ben Ouezdou: Adjustment of the human arm viscoelastic properties to the direction of reaching. Biological Cybernetics 94(2): 97-109 (2006)

Alexander A. Frolov, Dusan Húsek, Pavel Polyakov, Hana Rezanková: New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns. IJCNN 2006: 3486-3491

A. V. Alexandrov, Alexander A. Frolov, F. B. Horak, P. Carlson-Kuhta, S. Park: Feedback equilibrium control during human standing. Biological Cybernetics 93(5): 309-322 (2005)

Dusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov: Neural network nonlinear factor analysis of high dimensional binary signals. SITIS 2005: 86-89

Franck Carenzi, Patrice Bendahan, Vadim Y. Roschin, Alexander A. Frolov, Philippe Gorce, Marc A. Maier: A generic neural network for multi-modal sensorimotor learning. Neurocomputing 58-60: 525-533 (2004)

Alexander A. Frolov, M. Dufossè, S. Bensmail, Fathi Ben Ouezdou: Biologically Inspired Neural Network Approach to Manipulator Movement Control. ICRA 2002: 3876-3881

A. V. Alexandrov, Alexander A. Frolov, J. Massion: Biomechanical analysis of movement strategies in human forward trunk bending. I. Modeling. Biological Cybernetics 84(6): 425-434 (2001)

A. V. Alexandrov, Alexander A. Frolov, J. Massion: Biomechanical analysis of movement strategies in human forward trunk bending. II. Experimental study. Biological Cybernetics 84(6): 435-443 (2001)

Alexander A. Frolov, M. Dufossè, S. Rízek, A. Kaladjian: On the possibility of linear modelling the human arm neuromuscular apparatus. Biological Cybernetics 82(6): 499-515 (2000)

Alexander A. Frolov, Dusan Húsek: Convergence Time in Hopfield Network. IJCNN (5) 2000: 622-626

Anton M. Sirota, Alexander A. Frolov, Dusan Húsek: Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN 1999: 387-392

Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev: Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Network: Analytical Approaches and Computer Simulation. Neural Networks 10(5): 845-855 (1997)

Alexander A. Frolov, Dusan Húsek: Once more on the information capacity of the hopefield network. ESANN 1993