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 (1), 519868, 2011 | 150 | 2011 |
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 | 124 | 2013 |
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 | 111 | 2013 |
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 | 110 | 2012 |
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 | 73 | 2012 |
Road anomaly detection by partial image reconstruction with segmentation coupling T Vojir, T Šipka, R Aljundi, N Chumerin, DO Reino, J Matas Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 66 | 2021 |
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 | 64 | 2015 |
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 | 58 | 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 | 47 | 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 | 44 | 2006 |
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 | 41 | 2009 |
Ground plane estimation based on dense stereo disparity N Chumerin, MM Van Hulle The Fifth International Conference on Neural Networks and artificial …, 2008 | 39 | 2008 |
P300 detection based on Feature Extraction in on-line Brain-Computer Interface N Chumerin, NV Manyakov, A Combaz, JAK Suykens, RF Yazicioglu, ... KI 2009: Advances in Artificial Intelligence: 32nd Annual German Conference …, 2009 | 31 | 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 | 28 | 2011 |
Decoding SSVEP responses using time domain classification NV Manyakov, N Chumerin, A Combaz, A Robben, MM Van Hulle International Conference on Neural Computation 2, 376-380, 2010 | 26 | 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 | 25 | 2012 |
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 | 22 | 2010 |
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 | 20 | 2011 |
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 | 19 | 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 | 14 | 2012 |