Nikolay V. Manyakov
Nikolay V. Manyakov
Director, Head of Data Science and Clinical Insights Algorithm Development, Johnson & Johnson
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Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects
NV Manyakov, N Chumerin, A Combaz, MM Van Hulle
Computational Intelligence and Neuroscience 2011, 519868, 2011
Designing a Brain-Computer Interface controlled video-game using consumer grade EEG hardware
M van Vliet, A Robben, N Chumerin, NV Manyakov, A Combaz, ...
Proceedings of ISSNIP Biosignals and Biorobotics Conference 2012 (BRC 2012 …, 2012
Steady State Visual Evoked Potential-based Computer Gaming on a Consumer-grade EEG Device
N Chumerin, NV Manyakov, M van Vliet, A Robben, A Combaz, ...
IEEE Transactions on Computational Intelligence and AI in Games 5 (2), 100-110, 2013
Sampled sinusoidal stimulation profile and multichannel fuzzy logic classification for monitor-based phase-coded SSVEP brain–computer interfacing
NV Manyakov, N Chumerin, A Robben, A Combaz, M van Vliet, ...
Journal of neural engineering 10 (3), 036011, 2013
Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface
A Combaz, N Chumerin, NV Manyakov, A Robben, JAK Suykens, ...
Neurocomputing 80, 73-82, 2011
Multichannel decoding for Phase-Coded SSVEP for Brain-Computer Interface
NV Manyakov, N Chumerin, MM Van Hulle
International journal of neural systems 22 (05), 2012
Language model applications to spelling with brain-computer interfaces
A Mora-Cortes, NV Manyakov, N Chumerin, MM Van Hulle
Sensors 14 (4), 5967-5993, 2014
Feature extraction and classification of EEG signals for rapid P300 mind spelling
A Combaz, NV Manyakov, N Chumerin, JAK Suykens, MM Van Hulle
2009 International Conference on Machine Learning and Applications, 386-391, 2009
Synchronization in monkey visual cortex analyzed with an information-theoretic measure
NV Manyakov, MM Van Hulle
Chaos: An Interdisciplinary Journal of Nonlinear Science 18 (3), 037130, 2008
Ketamine: differential neurophysiological dynamics in functional networks in the rat brain
A Ahnaou, H Huysmans, R Biermans, NV Manyakov, W Drinkenburg
Translational psychiatry 7 (9), e1237-e1237, 2017
P300 detection based on Feature Extraction in on-line Brain-Computer Interface
N Chumerin, N Manyakov, A Combaz, J Suykens, R Yazicioglu, T Torfs, ...
32nd Annual Conference on Artificial Intelligence, Paderborn, Germany …, 2009
Neural networks for signal processing in measurement analysis and industrial applications: The case of chaotic signal processing
V Golovko, Y Savitsky, N Maniakov
Neural Networks for Instrumentation, Measurement and Related Industrial …, 2003
Steady state visual evoked potential (SSVEP)-based brain spelling system with synchronous and asynchronous typing modes
H Segers, A Combaz, NV Manyakov, N Chumerin, K Vanderperren, ...
15th Nordic-Baltic conference on biomedical engineering and medical physics …, 2011
Decoding SSVEP responses using time domain classification
NV Manyakov, N Chumerin, A Combaz, A Robben, M Van Hulle
International Conference on Fuzzy Computation and 2nd International …, 2010
Automated detection of stereotypical motor movements in autism spectrum disorder using recurrence quantification analysis
U Großekathöfer, NV Manyakov, V Mihajlović, G Pandina, A Skalkin, ...
Frontiers in neuroinformatics 11, 9, 2017
Steady State Visual Evoked Potential based Computer Gaming-The Maze
N Chumerin, NV Manyakov, A Combaz, A Robben, M van Vliet, ...
The 4th International ICST Conference on Intelligent Technologies for …, 2011
JAKE® multimodal data capture system: Insights from an observational study of autism spectrum disorder
SL Ness, NV Manyakov, A Bangerter, D Lewin, S Jagannatha, M Boice, ...
Frontiers in Neuroscience 11, 517, 2017
Response-related potentials during semantic priming: the effect of a speeded button response task on ERPs
M van Vliet, NV Manyakov, G Storms, W Fias, JR Wiersema, ...
PloS one 9 (2), e87650, 2014
Emergence of early alterations in network oscillations and functional connectivity in a tau seeding mouse model of Alzheimer’s disease pathology
A Ahnaou, D Moechars, L Raeymaekers, R Biermans, NV Manyakov, ...
Scientific reports 7 (1), 1-14, 2017
Error-related potential recorded by EEG in the context of a P300 mind speller brain-computer interface
A Combaz, N Chumerin, NV Manyakov, A Robben, JAK Suykens, ...
2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010
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