Alexander A. Frolov

Publication Activity (10 Years)

Years Active: 1993-2020
Publications (10 Years): 4

Top Topics

Decomposition Methods

Factor Analysis

Top Venues

Frontiers Neurorobotics

IEEE Trans. Neural Networks Learn. Syst.

Publications

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 (2020)
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 (2017)
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) (2016)
Sebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI. ICAISC (2015)
Alexander A. Frolov, Dusan Húsek, Pavel Polyakov
Two Expectation-Maximization algorithms for Boolean Factor Analysis. Neurocomputing 130 (2014)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel
New BFA method based on attractor neural network and likelihood maximization. Neurocomputing 132 (2014)
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)
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 (2013)
Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková
BFA and BMF: What is the difference. ISDA (2012)
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)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. ISNN (1) (2012)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
New Measure of Boolean Factor Analysis Quality. ICANNGA (1) (2011)
Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
Brain Computer Interface Enhancement by Independent Component Analysis. IHCI (2011)
Alexei V. Alexandrov, Alexander A. Frolov
Closed-loop and open-loop control of posture and movement during human trunk bending. Biol. Cybern. 104 (6) (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Boolean Factor Analysis by Expectation-Maximization Method. IHCI (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Bobrov
Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC (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 Comput. 23 (7) (2011)
Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
Expectation-maximization approach to Boolean factor analysis. IJCNN (2011)
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) (2010)
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) (2009)
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) (2009)
Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov
Implementing Boolean Matrix Factorization. ICANN (1) (2008)
Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov
Some Remarks on Binary Data Grouping. DEXA Workshops (2008)
Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Václav Snásel, Pavel Polyakov
Clustering variables by classical approaches and neural network Boolean factor analysis. IJCNN (2008)
Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov
Image Analysis by Methods of Dimension Reduction. CISIM (2007)
Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov
Boolean Factor Analysis by Attractor Neural Network. IEEE Trans. Neural Networks 18 (3) (2007)
Václav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
Pattern Discovery for High-Dimensional Binary Datasets. ICONIP (1) (2007)
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)
Václav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov
Bars Problem Solving - New Neural Network Method and Comparison. MICAI (2007)
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) (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)
Alexei V. Alexandrov, Alexander A. Frolov, Fay B. Horak, Patricia Carlson-Kuhta, S. Park
Feedback equilibrium control during human standing. Biol. Cybern. 93 (5) (2005)
Dusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov
Neural network nonlinear factor analysis of high dimensional binary signals. SITIS (2005)
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 (2004)
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)
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)
Alexander A. Frolov, Michel Dufossè, Soraya Bensmaïl, Fathi Ben Ouezdou
Biologically Inspired Neural Network Approach to Manipulator Movement Control. ICRA (2002)
Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel
Application of Hopfield-like Neural Networks to Nonlinear Factorization. COMPSTAT (2002)
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) (2001)
Alexei V. Alexandrov, Alexander A. Frolov, J. Massion
Biomechanical analysis of movement strategies in human forward trunk bending. I. Modeling. Biol. Cybern. 84 (6) (2001)
Alexander A. Frolov, Michel Dufossè, S. Rízek, Arthur Kaladjian
On the possibility of linear modelling the human arm neuromuscular apparatus. Biol. Cybern. 82 (6) (2000)
Alexander A. Frolov, Dusan Húsek
Convergence Time in Hopfield Network. IJCNN (5) (2000)
Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
Nonlinear factorization in the hippocampal neural structure. IJCNN (1999)
Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN (1999)
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) (1997)
Alexander A. Frolov, Dusan Húsek
Once more on the information capacity of the hopefield network. ESANN (1993)