Nikolay V. Manyakov

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 4

Top Topics

Automated Detection

Evoked Potentials

Top Venues

Frontiers Neuroinformatics

Publications

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)
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)
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)
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 (2017)
Anderson Mora-Cortes, Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle
Language Model Applications to Spelling with Brain-Computer Interfaces. Sensors 14 (4) (2014)
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) (2013)
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)
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)
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)
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 (2012)
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)
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)
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)
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)
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)
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 (2011)
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)
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)
Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle
Decoding SSVEP Responses using Time Domain Classification. IJCCI (ICFC-ICNC) (2010)
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)
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) (2010)
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) (2010)
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)
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)
Nikolay V. Manyakov, Marc M. Van Hulle
Causality analysis of LFPs in micro-electrode arrays based on mutual information. ESANN (2007)