Nikolay Chumerin
Nikolay Chumerin
Technical Manager at Toyota Motor Europe
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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, 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, ...
2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics …, 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, 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
Multichannel Decoding for Phase-Coded SSVEP Brain–Computer Interface
NV Manyakov, N Chumerin, MM Van Hulle
International Journal of Neural Systems 22 (05), 1250022, 2012
Ground plane estimation based on dense stereo disparity
N Chumerin, MM Van Hulle
The Fifth International Conference on Neural Networks and artificial …, 2008
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
Single-trial ERP component analysis using a spatio-temporal LCMV beamformer
M M van Vliet, N Chumerin, S De Deyne, JR Wiersema, W Fias, G Storms, ...
IEEE Transactions on Biomedical Engineering, 2015
P300 detection based on Feature Extraction in on-line Brain-Computer Interface
N Chumerin, NV Manyakov, A Combaz, JAK Suykens, RF Yazicioglu, ...
Annual Conference on Artificial Intelligence, 339-346, 2009
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, MM Van Hulle
IJCCI (ICFC-ICNC), 376-380, 2010
Steady State Visual Evoked Potential based Computer Gaming - The Maze
N Chumerin, NV Manyakov, A Combaz, A Robben, M van Vliet, ...
Intelligent Technologies for Interactive Entertainment (4th International …, 2012
Comparison of two feature extraction methods based on maximization of mutual information
N Chumerin, MM Van Hulle
2006 16th IEEE Signal Processing Society Workshop on Machine Learning for …, 2006
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
Cue and sensor fusion for independent moving objects detection and description in driving scenes
N Chumerin, MM Van Hulle
Signal Processing Techniques for Knowledge Extraction and Information Fusion …, 2008
Phase-coded brain-computer interface based on mlmvn
NV Manyakov, I Aizenberg, N Chumerin, M Van Hulle, A Hirose
book chapter in Complex-Valued Neural Networks: Advances and Applications …, 2012
The driving school system: Learning basic driving skills from a teacher in a real car
I Markelic, A Kjaer-Nielsen, K Pauwels, LBW Jensen, N Chumerin, ...
IEEE Transactions on Intelligent Transportation Systems 12 (4), 1135-1146, 2011
Learning eye vergence control from a distributed disparity representation
N Chumerin, A Gibaldi, SP Sabatini, MM Van Hulle
International journal of neural systems 20 (04), 267-278, 2010
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