Alexander A. Frolov

47 papers A* 1B 6C 1Misc 1Journal 19Unranked 18

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	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 Alexander A. Frolov, Pavel Bobrov, Elena Biryukova, Mikhail Isaev, Yaroslav Kerechanin, Dmitry Bobrov, Alexander Lekin
2017	J	`jnl`	Human-Inspired Eigenmovement Concept Provides Coupling-Free Sensorimotor Control in Humanoid Robot. Frontiers Neurorobotics Alexei V. Alexandrov, Vittorio Lippi, Thomas Mergner, Alexander A. Frolov, Georg Hettich, Dusan Húsek
2016	J	`jnl`	Comparison of Seven Methods for Boolean Factor Analysis and Their Evaluation by Information Gain. IEEE Trans. Neural Networks Learn. Syst. Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2015	Misc	`conf`	Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI. ICAISC Sebastián Basterrech, Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
2014	—	`conf`	Clustering the Sources of EEG Activity during Motor Imagery by Attractor Neural Network with Increasing Activity (ANNIA). IBICA Pavel Bobrov, Alexander A. Frolov, Dusan Húsek, Václav Snásel
2014	J	`jnl`	New BFA method based on attractor neural network and likelihood maximization. Neurocomputing Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov, Václav Snásel
2014	J	`jnl`	Two Expectation-Maximization algorithms for Boolean Factor Analysis. Neurocomputing Alexander A. Frolov, Dusan Húsek, Pavel Polyakov
2013	J	`jnl`	Increased motor cortex excitability during motor imagery in brain-computer interface trained subjects. Frontiers Comput. Neurosci. Olesya Mokienko, Alexander Chervyakov, Sofia Kulikova, Pavel Bobrov, Lyudmila Chernikova, Alexander A. Frolov, Mikhail Piradov
2012	—	`conf`	Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis. ISNN (1) Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2012	C	`conf`	BFA and BMF: What is the difference. ISDA Alexander A. Frolov, Ajith Abraham, Pavel Yu. Polyakov, Dusan Húsek, Hana Rezanková
2012	—	`conf`	Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry. ISNN (1) Alexander A. Frolov, Dusan Húsek, Pavel Bobrov, Alexey Korshakov, Lyudmila Chernikova, Rodion Konovalov, Olesya Mokienko
2011	J	`jnl`	A Neural Network Model for the Acquisition of a Spatial Body Scheme Through Sensorimotor Interaction. Neural Comput. Vadim Y. Roschin, Alexander A. Frolov, Yves Burnod, Marc A. Maier
2011	—	`conf`	Boolean Factor Analysis by Expectation-Maximization Method. IHCI Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2011	—	`conf`	Brain Computer Interface Enhancement by Independent Component Analysis. IHCI Pavel Bobrov, Alexander A. Frolov, Dusan Húsek
2011	—	`conf`	Brain-Computer Interface: Common Tensor Discriminant Analysis classifier evaluation. NaBIC Alexander A. Frolov, Dusan Húsek, Pavel Bobrov
2011	J	`jnl`	Closed-loop and open-loop control of posture and movement during human trunk bending. Biol. Cybern. Alexei V. Alexandrov, Alexander A. Frolov
2011	B	`conf`	Expectation-maximization approach to Boolean factor analysis. IJCNN Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2011	—	`conf`	New Measure of Boolean Factor Analysis Quality. ICANNGA (1) Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2010	—	`ch.`	Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis. Advances in Machine Learning I Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov
2010	J	`jnl`	Origin and elimination of two global spurious attractors in Hopfield-like neural network performing Boolean factor analysis. Neurocomputing Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Polyakov
2009	J	`jnl`	Pinch And Grip Control By A Neural Network Modeling The Cerebro-Cerebellar System. Intell. Autom. Soft Comput. Soraya Bensmaïl, Michel Dufossè, Alexander A. Frolov, Arthur Kaladjian, Fethi Ben Ouezdou
2009	J	`jnl`	Recurrent-Neural-Network-Based Boolean Factor Analysis and Its Application to Word Clustering. IEEE Trans. Neural Networks Alexander A. Frolov, Dusan Húsek, Pavel Yu. Polyakov
2008	B	`conf`	Clustering variables by classical approaches and neural network Boolean factor analysis. IJCNN Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Václav Snásel, Pavel Polyakov
2008	—	`conf`	Implementing Boolean Matrix Factorization. ICANN (1) Roman Neruda, Václav Snásel, Jan Platos, Pavel Krömer, Dusan Húsek, Alexander A. Frolov
2008	—	`conf`	Some Remarks on Binary Data Grouping. DEXA Workshops Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel, Pavel Yu. Polyakov
2007	—	`conf`	Bars Problem Solving - New Neural Network Method and Comparison. MICAI Václav Snásel, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Moravec, Pavel Polyakov
2007	J	`jnl`	Boolean Factor Analysis by Attractor Neural Network. IEEE Trans. Neural Networks Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev, Pavel Yu. Polyakov
2007	—	`conf`	Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem. PReMI Dusan Húsek, Pavel Moravec, Václav Snásel, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
2007	—	`conf`	Image Analysis by Methods of Dimension Reduction. CISIM Pavel Moravec, Václav Snásel, Alexander A. Frolov, Dusan Húsek, Hana Rezanková, Pavel Polyakov
2007	—	`conf`	Pattern Discovery for High-Dimensional Binary Datasets. ICONIP (1) Václav Snásel, Pavel Moravec, Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Pavel Polyakov
2006	J	`jnl`	Adjustment of the human arm viscoelastic properties to the direction of reaching. Biol. Cybern. Alexander A. Frolov, R. A. Prokopenko, M. Dufossè, Fathi Ben Ouezdou
2006	B	`conf`	New Neural Network Based Approach Helps to Discover Hidden Russian Parliament Voting Patterns. IJCNN Alexander A. Frolov, Dusan Húsek, Pavel Polyakov, Hana Rezanková
2005	J	`jnl`	Feedback equilibrium control during human standing. Biol. Cybern. Alexei V. Alexandrov, Alexander A. Frolov, Fay B. Horak, Patricia Carlson-Kuhta, S. Park
2005	—	`conf`	Neural network nonlinear factor analysis of high dimensional binary signals. SITIS Dusan Húsek, Hana Rezanková, Václav Snásel, Alexander A. Frolov, Pavel Polyakov
2004	J	`jnl`	A generic neural network for multi-modal sensorimotor learning. Neurocomputing Franck Carenzi, Patrice Bendahan, Vadim Y. Roschin, Alexander A. Frolov, Philippe Gorce, Marc A. Maier
2003	—	`conf`	Adaptive neural network control system inspired from the cerebro-cerebellar network for manipulation. CIRA Michel Dufossè, Arthur Kaladjian, Alexander A. Frolov, Soraya Bensmaïl, Fathi Ben Ouezdou
2003	—	`conf`	Binary Factorization in Hopfield-Like Neural Autoassociator: A Promising Tool for Data Compression. ICANNGA Alexander A. Frolov, Anton M. Sirota, Dusan Húsek, Igor P. Muraviev, P. Combe
2002	—	`conf`	Application of Hopfield-like Neural Networks to Nonlinear Factorization. COMPSTAT Dusan Húsek, Alexander A. Frolov, Hana Rezanková, Václav Snásel
2002	A*	`conf`	Biologically Inspired Neural Network Approach to Manipulator Movement Control. ICRA Alexander A. Frolov, Michel Dufossè, Soraya Bensmaïl, Fathi Ben Ouezdou
2001	J	`jnl`	Biomechanical analysis of movement strategies in human forward trunk bending. I. Modeling. Biol. Cybern. Alexei V. Alexandrov, Alexander A. Frolov, J. Massion
2001	J	`jnl`	Biomechanical analysis of movement strategies in human forward trunk bending. II. Experimental study. Biol. Cybern. Alexei V. Alexandrov, Alexander A. Frolov, J. Massion
2000	—	`conf`	Convergence Time in Hopfield Network. IJCNN (5) Alexander A. Frolov, Dusan Húsek
2000	J	`jnl`	On the possibility of linear modelling the human arm neuromuscular apparatus. Biol. Cybern. Alexander A. Frolov, Michel Dufossè, S. Rízek, Arthur Kaladjian
1999	B	`conf`	Nonlinear factorization in sparsely encoded Hopfield-like neural networks. ESANN Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
1999	B	`conf`	Nonlinear factorization in the hippocampal neural structure. IJCNN Anton M. Sirota, Alexander A. Frolov, Dusan Húsek
1997	J	`jnl`	Informational Capacity and Recall Quality in Sparsely Encoded Hopfield-like Neural Network: Analytical Approaches and Computer Simulation. Neural Networks Alexander A. Frolov, Dusan Húsek, Igor P. Muraviev
1993	B	`conf`	Once more on the information capacity of the hopefield network. ESANN Alexander A. Frolov, Dusan Húsek