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ORCIDNikolay V. Manyakov
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2020 – today
- 2023
[c17]Chloe Hinchliffe
, Rana Zia Ur Rehman, Diogo Branco, Dan Jackson, Teemu Ahmaniemi, Tiago João Vieira Guerreiro, Meenakshi Chatterjee, Nikolay V. Manyakov, Ioannis Pandis, Kristen Davies, Victoria Macrae, Svenja Aufenberg, Emma Paulides, Hanna Hildesheim, Jennifer Kudelka, Kirsten Emmert, Geert Van Gassen, Lynn Rochester, C. Janneke van der Woude, Ralf Reilmann, Walter Maetzler, Wan-Fai Ng, Silvia Del Din:
Identification of Fatigue and Sleepiness in Immune and Neurodegenerative Disorders from Measures of Real-World Gait Variability. EMBC 2023: 1-4- 2020
- [c16]Meenakshi Chatterjee, Nikolay V. Manyakov, Abigail Bangerter, Dzmitry A. Kaliukhovich, Shyla Jagannatha, Seth Ness, Gahan Pandina:
Learning Scan Paths of Eye Movement in Autism Spectrum Disorder. MIE 2020: 287-291
2010 – 2019
- 2019
- [c15]Sebastian Böttcher, Nikolay V. Manyakov, Nino Epitashvili, Amos Folarin, Mark P. Richardson, Matthias Dümpelmann, Andreas Schulze-Bonhage, Kristof Van Laerhoven:
Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients. iWOAR 2019: 3:1-3:6 - 2017
- [j8]Ulf Großekathöfer, Nikolay V. Manyakov, Vojkan Mihajlovic, Gahan Pandina, Andrew Skalkin, Seth Ness, Abigail Bangerter, Matthew S. Goodwin:
Automated Detection of Stereotypical Motor Movements in Autism Spectrum Disorder Using Recurrence Quantification Analysis. Frontiers Neuroinformatics 11: 9 (2017) - 2014
- [j7]Anderson Mora-Cortes, Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle:
Language Model Applications to Spelling with Brain-Computer Interfaces. Sensors 14(4): 5967-5993 (2014) - 2013
- [j6]Nikolay Chumerin, Nikolay V. Manyakov, Marijn van Vliet, Arne Robben, Adrien Combaz, Marc M. Van Hulle:
Steady-State Visual Evoked Potential-Based Computer Gaming on a Consumer-Grade EEG Device. IEEE Trans. Comput. Intell. AI Games 5(2): 100-110 (2013) - 2012
- [j5]Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle:
Multichannel Decoding for Phase-Coded SSVEP Brain-Computer Interface. Int. J. Neural Syst. 22(5) (2012) - [j4]Adrien Combaz, Nikolay Chumerin, Nikolay V. Manyakov, Arne Robben, Johan A. K. Suykens, Marc M. Van Hulle:
Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface. Neurocomputing 80: 73-82 (2012) - [c14]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Decoding SSVEP Responses based on Parafac Decomposition. BIOSIGNALS 2012: 443-447 - [c13]Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling. ICAISC (2) 2012: 293-301 - 2011
- [j3]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle:
Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects. Comput. Intell. Neurosci. 2011: 519868:1-519868:12 (2011) - [c12]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle:
Comparison of Linear Classification Methods for P300 Brain-computer Interface on Disabled Subjects. BIOSIGNALS 2011: 328-334 - [c11]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Subject-adaptive steady-state visual evoked potential detection for brain-computer interface. IDAACS (1) 2011: 369-373 - [c10]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. IDEAL 2011: 135-143 - [c9]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Steady State Visual Evoked Potential Based Computer Gaming - The Maze. INTETAIN 2011: 28-37 - [c8]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Patrick A. De Mazière, Marc M. Van Hulle:
Brain-computer interface research at Katholieke Universiteit Leuven. ISABEL 2011: 67:1-67:5 - [c7]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Decoding phase-based information from SSVEP recordings: A comparative study. MLSP 2011: 1-6 - [c6]Arne Robben, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marijn van Vliet, Marc M. Van Hulle:
Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction. MLSP 2011: 1-6 - 2010
- [j2]Nikolay V. Manyakov, Marc M. Van Hulle:
Decoding Grating Orientation from microelectrode Array Recordings in Monkey Cortical Area V4. Int. J. Neural Syst. 20(2): 95-108 (2010) - [j1]Nikolay V. Manyakov, Rufin Vogels, Marc M. Van Hulle:
Decoding Stimulus-Reward Pairing From Local Field Potentials Recorded From Monkey Visual Cortex. IEEE Trans. Neural Networks 21(12): 1892-1902 (2010) - [c5]Nikolay V. Manyakov, Jonas Poelmans, Rufin Vogels, Marc M. Van Hulle:
Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4. ICAISC (2) 2010: 548-555 - [c4]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle:
Decoding SSVEP Responses using Time Domain Classification. IJCCI (ICFC-ICNC) 2010: 376-380
2000 – 2009
- 2009
- [c3]Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle:
Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. ICMLA 2009: 386-391 - [c2]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Johan A. K. Suykens, Refet Firat Yazicioglu, Tom Torfs, Patrick Merken, Herc P. Neves, Chris Van Hoof, Marc M. Van Hulle:
P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface. KI 2009: 339-346 - 2007
- [c1]Nikolay V. Manyakov, Marc M. Van Hulle:
Causality analysis of LFPs in micro-electrode arrays based on mutual information. ESANN 2007: 447-452
Coauthor Index
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