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ORCIDAlexander A. Frolov
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2020 – today
- 2020
[j19]Alexander A. Frolov, Pavel Bobrov, Elena Biryukova, Mikhail Isaev
, Yaroslav Kerechanin, Dmitry Bobrov, Alexander Lekin:
Using Multiple Decomposition Methods and Cluster Analysis to Find and Categorize Typical Patterns of EEG Activity in Motor Imagery Brain-Computer Interface Experiments. Frontiers Robotics AI 7: 88 (2020)
2010 – 2019
- 2017
- [j18]Alexei V. Alexandrov, Vittorio Lippi, Thomas Mergner, Alexander A. Frolov, Georg Hettich, Dusan Húsek:
Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid Robot. Frontiers Neurorobotics 11: 22 (2017) - 2016
- [j17]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain. IEEE Trans. Neural Networks Learn. Syst. 27(3): 538-550 (2016) - 2015
- [c27]Sebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek:
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI. ICAISC 2015: 79-90 - 2014
- [j16]Alexander A. Frolov, Dusan Húsek, Pavel Polyakov:
Two Expectation-Maximization algorithms for Boolean Factor Analysis. Neurocomputing 130: 83-97 (2014) - [j15]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel:
New BFA method based on attractor neural network and likelihood maximization. Neurocomputing 132: 14-29 (2014) - [c26]Pavel Bobrov, Alexander A. Frolov, Dusan Húsek, Václav Snásel:
Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA). IBICA 2014: 183-191 - 2013
- [j14]Olesya Mokienko, Alexander Chervyakov, Sofia Kulikova, Pavel Bobrov, Lyudmila Chernikova, Alexander A. Frolov, Mikhail Piradov:
Increased motor cortex excitability during motor imagery in brain-computer interface trained subjects. Frontiers Comput. Neurosci. 7: 168 (2013) - 2012
- [c25]Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková:
BFA and BMF: What is the difference. ISDA 2012: 890-896 - [c24]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 - [c23]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 - 2011
- [j13]Alexei V. Alexandrov, Alexander A. Frolov:
Closed-loop and open-loop control of posture and movement during human trunk bending. Biol. Cybern. 104(6): 425-438 (2011) - [j12]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 Comput. 23(7): 1821-1834 (2011) - [c22]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
New Measure of Boolean Factor Analysis Quality. ICANNGA (1) 2011: 100-109 - [c21]Pavel Bobrov, Alexander A. Frolov, Dusan Húsek:
Brain Computer Interface Enhancement by Independent Component Analysis. IHCI 2011: 51-60 - [c20]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Boolean Factor Analysis by Expectation-Maximization Method. IHCI 2011: 243-254 - [c19]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Expectation-maximization approach to Boolean factor analysis. IJCNN 2011: 559-566 - [c18]Alexander A. Frolov, Dusan Húsek, Pavel Bobrov:
Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC 2011: 614-620 - 2010
- [j11]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) - [p1]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
2000 – 2009
- 2009
- [j10]Soraya Bensmaïl, Michel Dufossè, Alexander A. Frolov, Arthur Kaladjian, Fethi Ben Ouezdou:
Pinch And Grip Control By A Neural Network Modeling The Cerebro-Cerebellar System. Intell. Autom. Soft Comput. 15(2): 303-317 (2009) - [j9]Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov:
Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering. IEEE Trans. Neural Networks 20(7): 1073-1086 (2009) - 2008
- [c17]Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov:
Some Remarks on Binary Data Grouping. DEXA Workshops 2008: 559-565 - [c16]Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov:
Implementing Boolean Matrix Factorization. ICANN (1) 2008: 543-552 - [c15]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 - 2007
- [j8]Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov:
Boolean Factor Analysis by Attractor Neural Network. IEEE Trans. Neural Networks 18(3): 698-707 (2007) - [c14]Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov:
Image Analysis by Methods of Dimension Reduction. CISIM 2007: 272-277 - [c13]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 - [c12]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 - [c11]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 - 2006
- [j7]Alexander A. Frolov, R. A. Prokopenko, M. Dufossè, Fathi Ben Ouezdou:
Adjustment of the human arm viscoelastic properties to the direction of reaching. Biol. Cybern. 94(2): 97-109 (2006) - [c10]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 - 2005
- [j6]Alexei V. Alexandrov, Alexander A. Frolov, Fay B. Horak, Patricia Carlson-Kuhta, S. Park:
Feedback equilibrium control during human standing. Biol. Cybern. 93(5): 309-322 (2005) - [c9]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 - 2004
- [j5]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) - 2003
- [c8]Michel Dufossè, Arthur Kaladjian, Alexander A. Frolov, Soraya Bensmaïl, Fathi Ben Ouezdou:
Adaptive neural network control system inspired from the cerebro-cerebellar network for manipulation. CIRA 2003: 1017-1021 - [c7]Alexander A. Frolov, Anton M. Sirota, Dusan Húsek, Igor P. Muraviev, P. Combe:
Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression. ICANNGA 2003: 58-62 - 2002
- [c6]Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel:
Application of Hopfield-like Neural Networks to Nonlinear Factorization. COMPSTAT 2002: 177-182 - [c5]Alexander A. Frolov, Michel Dufossè, Soraya Bensmaïl, Fathi Ben Ouezdou:
Biologically Inspired Neural Network Approach to Manipulator Movement Control. ICRA 2002: 3876-3881 - 2001
- [j4]Alexei V. Alexandrov, Alexander A. Frolov, J. Massion:
Biomechanical analysis of movement strategies in human forward trunk bending. I. Modeling. Biol. Cybern. 84(6): 425-434 (2001) - [j3]Alexei V. Alexandrov, Alexander A. Frolov, J. Massion:
Biomechanical analysis of movement strategies in human forward trunk bending. II. Experimental study. Biol. Cybern. 84(6): 435-443 (2001) - 2000
- [j2]Alexander A. Frolov, Michel Dufossè, S. Rízek, Arthur Kaladjian:
On the possibility of linear modelling the human arm neuromuscular apparatus. Biol. Cybern. 82(6): 499-515 (2000) - [c4]Alexander A. Frolov, Dusan Húsek:
Convergence Time in Hopfield Network. IJCNN (5) 2000: 622-626
1990 – 1999
- 1999
- [c3]Anton M. Sirota, Alexander A. Frolov, Dusan Húsek:
Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN 1999: 387-392 - [c2]Anton M. Sirota, Alexander A. Frolov, Dusan Húsek:
Nonlinear factorization in the hippocampal neural structure. IJCNN 1999: 576-581 - 1997
- [j1]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) - 1993
- [c1]Alexander A. Frolov, Dusan Húsek:
Once more on the information capacity of the hopefield network. ESANN 1993
Coauthor Index
aka: Pavel Yu. Polyakov
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