Marc M. Van Hulle

ORCID

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 32

Top Venues

IEEE Trans. Biomed. Eng.

Sensors

MLSP

NeuroImage

Publications

Liuyin Yang, Marc M. Van Hulle
Real-Time Navigation in Google Street View® Using a Motor Imagery-Based BCI. Sensors 23 (3) (2023)
Masoud Amiri, Amir Homayoun Jafari, Bahador Makkiabadi, Soheila Nazari, Marc M. Van Hulle
A novel un-supervised burst time dependent plasticity learning approach for biologically pattern recognition networks. Inf. Sci. 622 (2023)
Bob Van Dyck, Liuyin Yang, Marc M. Van Hulle
Decoding Auditory EEG Responses Using an Adapted Wavenet. ICASSP (2023)
Arno Libert, Benjamin Wittevrongel, Flavio Camarrone, Marc M. Van Hulle
Phase-Spatial Beamforming Renders a Visual Brain Computer Interface Capable of Exploiting EEG Electrode Phase Shifts in Motion-Onset Target Responses. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Oleg Matysik, Marc M. Van Hulle
Alternating step size method for solving ill-posed linear operator equations in energetic space. J. Comput. Appl. Math. 416 (2022)
Soheila Nazari, Alireza Keyanfar, Marc M. Van Hulle
Neuromorphic circuit based on the un-supervised learning of biologically inspired spiking neural network for pattern recognition. Eng. Appl. Artif. Intell. 116 (2022)
Flavio Camarrone, Mariana P. Branco, Nick F. Ramsey, Marc M. Van Hulle
Accurate Offline Asynchronous Detection of Individual Finger Movement From Intracranial Brain Signals Using a Novel Multiway Approach. IEEE Trans. Biomed. Eng. 68 (7) (2021)
Arno Libert, Benjamin Wittevrongel, Marc M. Van Hulle
Effect of stimulus direction on motion-onset visual evoked potentials decoded using spatiotemporal beamforming Abstract. NER (2021)
Mansoureh Fahimi Hnazaee, Benjamin Wittevrongel, Elvira Khachatryan, Arno Libert, Evelien Carrette, Ine Dauwe, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle
Localization of deep brain activity with scalp and subdural EEG. NeuroImage 223 (2020)
Irzam Hardiansyah, Valentina Pergher, Marc M. Van Hulle
Single-Trial EEG Responses Classified Using Latency Features. Int. J. Neural Syst. 30 (6) (2020)
Marc M. Van Hulle, Bob Van Dyck, Benjamin Wittevrongel, Flavio Camarrone, Ine Dauwe, Evelien Carrette, Alfred Meurs, Paul Boon, Dirk Van Roost
Predicting low gamma- from lower frequency band activity in electrocorticography. ESANN (2020)
Soheila Nazari, Masoud Amiri, Karim Faez, Marc M. Van Hulle
Information Transmitted From Bioinspired Neuron-Astrocyte Network Improves Cortical Spiking Network's Pattern Recognition Performance. IEEE Trans. Neural Networks Learn. Syst. 31 (2) (2020)
Arno Libert, Marc M. Van Hulle
Predicting Premature Video Skipping and Viewer Interest from EEG Recordings. Entropy 21 (10) (2019)
Elvira Khachatryan, Benjamin Wittevrongel, Mansoureh Fahimi Hnazaee, Evelien Carrette, Ine Dauwe, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle
Semantic and perceptual priming activate partially overlapping brain networks as revealed by direct cortical recordings in humans. NeuroImage 203 (2019)
Benjamin Wittevrongel, Marc M. Van Hulle
Monitoring temporal dynamics of steady-state visual evoked potentials. SMC (2019)
Flavio Camarrone, Marc M. Van Hulle
Fast Multiway Partial Least Squares Regression. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Marijn van Vliet, Marc M. Van Hulle, Riitta Salmelin
Exploring the Organization of Semantic Memory through Unsupervised Analysis of Event-related Potentials. J. Cogn. Neurosci. 30 (3) (2018)
Ahmed Youssef Ali Amer, Benjamin Wittevrongel, Marc M. Van Hulle
Accurate Decoding of Short, Phase-Encoded SSVEPs. Sensors 18 (3) (2018)
Ruben Moermans, Benjamin Wittevrongel, Marc M. Van Hulle
Mutual Information-Based Electrode Selection Extended With Prior Knowledge For Use in Brain-Computer Interfacing. BIBM (2018)
Benjamin Wittevrongel, Elvira Khachatryan, Mansoureh Fahimi Hnazaee, Evelien Carrette, Leen De Taeye, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle
Representation of steady-state visual evoked potentials elicited by luminance flicker in human occipital cortex: An electrocorticography study. NeuroImage 175 (2018)
Benjamin Wittevrongel, Elvira Khachatryan, Mansoureh Fahimi Hnazaee, Flavio Camarrone, Evelien Carrette, Leen De Taeye, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle
Decoding Steady-State Visual Evoked Potentials From Electrocorticography. Frontiers Neuroinformatics 12 (2018)
Daniel Lacko, Toon Huysmans, Jochen Vleugels, Guido De Bruyne, Marc M. Van Hulle, Jan Sijbers, Stijn Verwulgen
Product sizing with 3D anthropometry and k-medoids clustering. Comput. Aided Des. 91 (2017)
Marie-Eve Joret, Marijn van Vliet, Flavio Camarrone, Marc M. Van Hulle
How does the brain process mild versus strong violations in music? A pilot study using event-related potentials. DSP (2017)
Mansoureh Fahimi Hnazaee, Marc M. Van Hulle
Typicality effect on N400 ERP in categories despite differences in semantic processing. IJCNN (2017)
Flavio Camarrone, Marc M. Van Hulle
Fast algorithm for multiway regression. DSP (2017)
Marijn van Vliet, Nikolay Chumerin, Simon De Deyne, Jan Roelf Wiersema, Wim Fias, Gerrit Storms, Marc M. Van Hulle
Single-Trial ERP Component Analysis Using a Spatiotemporal LCMV Beamformer. IEEE Trans. Biomed. Eng. 63 (1) (2016)
Benjamin Wittevrongel, Marc M. Van Hulle
Faster P300 Classifier Training Using Spatiotemporal Beamforming. Int. J. Neural Syst. 26 (3) (2016)
Flavio Camarrone, Marc M. Van Hulle
Fully Bayesian tensor-based regression. MLSP (2016)
Elvira Khachatryan, Nikolay Chumerin, Evelien Carrette, Flavio Camarrone, Leen De Taeye, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle
Cortical distribution of N400 potential in response to semantic priming with visual non-linguistic stimuli. SSP (2016)
Benjamin Wittevrongel, Marc M. Van Hulle
Hierarchical online SSVEP spelling achieved with spatiotemporal beamforming. SSP (2016)
Oleg Matysik, Marc M. Van Hulle
Simple-iteration method with alternating step size for solving operator equations in Hilbert space. J. Comput. Appl. Math. 300 (2016)
Yelena Tonoyan, David Looney, Danilo P. Mandic, Marc M. Van Hulle
Discriminating Multiple Emotional States from EEG Using a Data-Adaptive, Multiscale Information-Theoretic Approach. Int. J. Neural Syst. 26 (2) (2016)
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)
Yelena Tonoyan, David Looney, Danilo P. Mandic, Marc M. Van Hulle
Predicting subject performance level from EEG signal complexity when engaged in BCI paradigm. MLSP (2014)
Elvira Khachatryan, Marijn van Vliet, Simon De Deyne, Gerrit Storms, Hovhannes Manvelyan, Marc M. Van Hulle
Amplitude of N400 component unaffected by lexical priming for moderately constraining sentences. CIP (2014)
Patrick A. De Mazière, Marc M. Van Hulle
Inter-document reference detection as an alternative to full text semantic analysis in document clustering. MLSP (2013)
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)
Gert Van Dijck, Karsten Seidl, Oliver Paul, Patrick Ruther, Marc M. Van Hulle, Reinoud Maex
Enhancing the Yield of High-Density electrode Arrays through Automated electrode Selection. Int. J. Neural Syst. 22 (1) (2012)
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)
Karl Pauwels, Marc M. Van Hulle
Head-Centric Disparity and Epipolar Geometry Estimation from a Population of Binocular Energy Neurons. Int. J. Neural Syst. 22 (3) (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)
Karl Pauwels, Matteo Tomasi, Javier Díaz Alonso, Eduardo Ros, Marc M. Van Hulle
A Comparison of FPGA and GPU for Real-Time Phase-Based Optical Flow, Stereo, and Local Image Features. IEEE Trans. Computers 61 (7) (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)
Gert Van Dijck, Marc M. Van Hulle
Joint Markov Blankets in Feature Sets Extracted from Wavelet Packet Decompositions. Entropy 13 (7) (2011)
Patrick A. De Mazière, Marc M. Van Hulle
A clustering study of a 7000 EU document inventory using MDS and SOM. Expert Syst. Appl. 38 (7) (2011)
Reinhard Klette, Norbert Krüger, Tobi Vaudrey, Karl Pauwels, Marc M. Van Hulle, Sandino Morales, Farid I. Kandil, Ralf Haeusler, Nicolas Pugeault, Clemens Rabe, Markus Lappe
Performance of Correspondence Algorithms in Vision-Based Driver Assistance Using an Online Image Sequence Database. IEEE Trans. Veh. Technol. 60 (5) (2011)
Yili Xia, Beth Jelfs, Marc M. Van Hulle, José C. Príncipe, Danilo P. Mandic
An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals. IEEE Trans. Neural Networks 22 (1) (2011)
Cheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic
The complex local mean decomposition. Neurocomputing 74 (6) (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)
Irene Markelic, Anders Kjær-Nielsen, Karl Pauwels, Lars Baunegaard With Jensen, Nikolay Chumerin, Ausra Vidugiriene, Minija Tamosiunaite, Alexander Rotter, Marc M. Van Hulle, Norbert Krüger, Florentin Wörgötter
The Driving School System: Learning Basic Driving Skills From a Teacher in a Real Car. IEEE Trans. Intell. Transp. Syst. 12 (4) (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)
Jonas Poelmans, Marc M. Van Hulle, Stijn Viaene, Paul Elzinga, Guido Dedene
Text mining with emergent self organizing maps and multi-dimensional scaling: A comparative study on domestic violence. Appl. Soft Comput. 11 (4) (2011)
Gert Van Dijck, Marc M. Van Hulle
Information Theory Filters for Wavelet Packet Coefficient Selection with Application to Corrosion Type Identification from Acoustic Emission Signals. Sensors 11 (6) (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)
Silvio P. Sabatini, Giulia Gastaldi, Fabio Solari, Karl Pauwels, Marc M. Van Hulle, Javier Díaz, Eduardo Ros, Nicolas Pugeault, Norbert Krüger
A compact harmonic code for early vision based on anisotropic frequency channels. Comput. Vis. Image Underst. 114 (6) (2010)
Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle
Decoding SSVEP Responses using Time Domain Classification. IJCCI (ICFC-ICNC) (2010)
Gert Van Dijck, Marc M. Van Hulle
Increasing and Decreasing Returns and Losses in Mutual Information Feature Subset Selection. Entropy 12 (10) (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)
Gert Van Dijck, Ahmad Jezzini, Stanislav Herwik, Sebastian Kisban, Karsten Seidl, Oliver Paul, Patrick Ruther, Francesca Ugolotti Serventi, Leonardo Fogassi, Marc M. Van Hulle, Maria Alessandra Umiltà
Toward Automated Electrode Selection in the Electronic Depth Control Strategy for Multi-unit Recordings. ICONIP (2) (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, Agostino Gibaldi, Silvio P. Sabatini, Marc M. Van Hulle
Learning Eye Vergence Control from a Distributed Disparity Representation. Int. J. Neural Syst. 20 (4) (2010)
Nicolas Pugeault, Karl Pauwels, Marc M. Van Hulle, Florian Pilz, Norbert Krüger
A Three-level Architecture for Model-free Detection and Tracking of Independently Moving Objects. VISAPP (1) (2010)
Lars Baunegaard With Jensen, Anders Kjær-Nielsen, Karl Pauwels, Jeppe Barsøe Jessen, Marc M. Van Hulle, Norbert Krüger
A two-level real-time vision machine combining coarse- and fine-grained parallelism. J. Real Time Image Process. 5 (4) (2010)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Marc M. Van Hulle, Guido Dedene
How Emergent Self Organizing Maps Can Help Counter Domestic Violence. CSIE (4) (2009)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Marc M. Van Hulle
Analyzing Domestic Violence with Topographic Maps: A Comparative Study. WSOM (2009)
Jonas Poelmans, Paul Elzinga, Stijn Viaene, Marc M. Van Hulle, Guido Dedene
Gaining insight in domestic violence with Emergent Self Organizing Maps. Expert Syst. Appl. 36 (9) (2009)
Emre Baseski, Lars Baunegaard With Jensen, Nicolas Pugeault, Florian Pilz, Karl Pauwels, Marc M. Van Hulle, Florentin Wörgötter, Norbert Krüger
Road Interpretation for Driver Assistance based on an Early Cognitive Vision System. VISAPP (1) (2009)
Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle
Posterior probability profiles for the automated assessment of the recovery of patients with stroke from activity of daily living tasks. Artif. Intell. Medicine 46 (3) (2009)
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)
Gert Van Dijck, Martine Wevers, Marc M. Van Hulle
Wavelet Packet Decomposition for the Identification of Corrosion Type from Acoustic Emission Signals. Int. J. Wavelets Multiresolution Inf. Process. 7 (4) (2009)
Filip Deleus, Marc M. Van Hulle
A Connectivity-Based Method for Defining Regions-of-Interest in fMRI Data. IEEE Trans. Image Process. 18 (8) (2009)
Karl Pauwels, Marc M. Van Hulle
Optic flow from unstable sequences through local velocity constancy maximization. Image Vis. Comput. 27 (5) (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)
Marc M. Van Hulle
Constrained Subspace ICA Based on Mutual Information Optimization Directly. Neural Comput. 20 (4) (2008)
Marc M. Van Hulle, Jan Larsen
Machine Learning for Signal Processing. Neurocomputing 72 (1-3) (2008)
Karl Pauwels, Marc M. Van Hulle
Realtime phase-based optical flow on the GPU. CVPR Workshops (2008)
Marc M. Van Hulle
Sequential Fixed-Point ICA Based on Mutual Information Minimization. Neural Comput. 20 (5) (2008)
Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh
A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation. ICDM (2007)
Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle
Posterior Probability Profiles for the Automated Assessment of the Recovery of Stroke Patients. AAAI (2007)
Silvio P. Sabatini, Giulia Gastaldi, Fabio Solari, Karl Pauwels, Marc M. Van Hulle, Javier Díaz, Eduardo Ros, Nicolas Pugeault, Norbert Krüger
Compact (and accurate) early vision processing in the harmonic space. VISAPP (1) (2007)
Karl Pauwels, Markus Lappe, Marc M. Van Hulle
Fixation as a Mechanism for Stabilization of Short Image Sequences. Int. J. Comput. Vis. 72 (1) (2007)
Norbert Krüger, Florentin Wörgötter, Marc M. Van Hulle
Editorial: ECOVISION: Challenges in Early-Cognitive Vision. Int. J. Comput. Vis. 72 (1) (2007)
Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle
Information Theoretic Derivations for Causality Detection: Application to Human Gait. ICANN (2) (2007)
Gert Van Dijck, Marc M. Van Hulle
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering. PKDD (2007)
Nikolay V. Manyakov, Marc M. Van Hulle
Causality analysis of LFPs in micro-electrode arrays based on mutual information. ESANN (2007)
George Souretis, Danilo P. Mandic, Massimo Grisseli, Toshihisa Tanaka, Marc M. Van Hulle
Blood Volume Signal Analysis with Empirical Mode Decomposition. DSP (2007)
Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh
Hybrid Feature Subset Selection for the Quantitative Assessment of Skills of Stroke Patients in Activity of Daily Living Tasks. EMBC (2006)
Gert Van Dijck, Marc M. Van Hulle
Onset Detection through Maximal Redundancy Detection. ICPR (1) (2006)
Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh
Statistically Rigorous Human Movement Onset Detection with the Maximal Information Redundancy Criterion. EMBC (2006)
Karl Pauwels, Marc M. Van Hulle
Optimal instantaneous rigid motion estimation insensitive to local minima. Comput. Vis. Image Underst. 104 (1) (2006)
Marc M. Van Hulle
Topographic map formation of factorized Edgeworth-expanded kernels. Neural Networks 19 (6-7) (2006)
Karl Pauwels, Marc M. Van Hulle
Optic Flow from Unstable Sequences containing Unconstrained Scenes through Local Velocity Constancy Maximization. BMVC (2006)
Marc M. Van Hulle
Differential Log Likelihood for Evaluating and Learning Gaussian Mixtures. Neural Comput. 18 (2) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marc M. Van Hulle